Xiaofeng Yang

About

Work

Emory University

US

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Publications

Generalizable 7T T1-map Synthesis from 1.5T and 3T T1 MRI with an Efficient Transformer Model

Published by

ArXiv

Summary

journal-article

Real-time volumetric CBCT reconstruction using surface and X-ray imaging for image-guided radiotherapy

Published by

Medical Image Analysis

Summary

journal-article

Foundation-model–based multimodal transformer framework for survival analysis in HER2-stratified breast cancer

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Physics in Medicine & Biology

Summary

journal-article

A Preliminary Study on Deep Learning-Based Plan Quality Prediction in Gamma Knife Radiosurgery for Brain Metastases

Published by

Cancers

Summary

journal-article

A Preliminary Study on Deep Learning-Based Plan Quality Prediction in Gamma Knife Radiosurgery for Brain Metastases

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Cancers

Summary

journal-article

Asymmetry in neurovascular bundle blood flow in prostate cancer patients: A pre‐treatment doppler ultrasound study

Published by

Journal of Applied Clinical Medical Physics

Summary

journal-article

Current progress of digital twin construction using medical imaging

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Journal of Applied Clinical Medical Physics

Summary

journal-article

The effect of interfractional variation on delivered dose with ultrahypofractionated pencil beam scanning proton therapy for localized prostate cancer

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Journal of Applied Clinical Medical Physics

Summary

journal-article

Recent advances in applying machine learning to proton radiotherapy

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Biomedical Physics & Engineering Express

Summary

journal-article

Optimization-based image reconstruction regularized with inter-spectral structural similarity for limited-angle dual-energy cone-beam CT

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Physics in Medicine & Biology

Summary

journal-article

CBCT Reconstruction Using Single X-Ray Projection With Cycle-Domain Geometry-Integrated Denoising Diffusion Probabilistic Models

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IEEE Transactions on Medical Imaging

Summary

journal-article

MRI super-resolution reconstruction using efficient diffusion probabilistic model with residual shifting

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Physics in Medicine & Biology

Summary

journal-article

Deep learning-based applicator selection between Syed and T&O in high-dose-rate brachytherapy for locally advanced cervical cancer: a retrospective study

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Physics in Medicine & Biology

Summary

journal-article

A review of artificial intelligence in brachytherapy

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Journal of Applied Clinical Medical Physics

Summary

journal-article

A review of artificial intelligence in brachytherapy.

Published by

Journal of applied clinical medical physics

Summary

journal-article

Photon-counting CT in cancer radiotherapy: technological advances and clinical benefits

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Physics in Medicine & Biology

Summary

journal-article

Improving Lung SBRT Dose Conformity Using a Simple Noncoplanar VMAT Technique.

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Practical radiation oncology

Summary

journal-article

Self-supervised adversarial diffusion models for fast MRI reconstruction.

Published by

Medical physics

Summary

journal-article

Exploration of an adaptive proton therapy strategy using CBCT with the concept of digital twins.

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Physics in medicine and biology

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journal-article

Automatic medical imaging segmentation via self-supervising large-scale convolutional neural networks.

Published by

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Summary

journal-article

AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-Guided Self-masking

Summary

book-chapter

Take CT, get PET free: AI-powered breakthrough in lung cancer diagnosis and prognosis.

Published by

Cell reports. Medicine

Summary

journal-article

T1-contrast enhanced MRI generation from multi-parametric MRI for glioma patients with latent tumor conditioning.

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Medical physics

Summary

journal-article

Unsupervised Bayesian generation of synthetic CT from CBCT using patient-specific score-based prior.

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Medical physics

Summary

journal-article

Data-Driven Volumetric Computed Tomography Image Generation From Surface Structures Using a Patient-Specific Deep Leaning Model.

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International journal of radiation oncology, biology, physics

Summary

journal-article

Feasibility study of modularized pin ridge filter implementation in proton FLASH planning for liver stereotactic ablative body radiotherapy.

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Physics in medicine and biology

Summary

journal-article

Cross-shaped windows transformer with self-supervised pretraining for clinically significant prostate cancer detection in bi-parametric MRI.

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Medical physics

Summary

journal-article

Machine learning in image-based outcome prediction after radiotherapy: A review.

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Journal of applied clinical medical physics

Summary

journal-article

Deep learning based apparent diffusion coefficient map generation from multi-parametric MR images for patients with diffuse gliomas.

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Medical physics

Summary

journal-article

Artificial intelligence‐based motion tracking in cancer radiotherapy: A review

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Journal of Applied Clinical Medical Physics

Summary

journal-article

Deep Learning-Based Fast Volumetric Image Generation for Image-Guided Proton Radiotherapy

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IEEE Transactions on Radiation and Plasma Medical Sciences

Summary

journal-article

Intraoperative radiation therapy with 50 kV x‐rays: A multi‐institutional review

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Journal of Applied Clinical Medical Physics

Summary

journal-article

Intraoperative radiation therapy with 50 kV x-rays: A multi-institutional review.

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Journal of applied clinical medical physics

Summary

journal-article

A retrospective study on the investigation of potential dosimetric benefits of online adaptive proton therapy for head and neck cancer.

Published by

Journal of applied clinical medical physics

Summary

journal-article

MRI-based prostate cancer classification using 3D efficient capsule network.

Published by

Medical physics

Summary

journal-article

High-resolution MRI synthesis using a data-driven framework with denoising diffusion probabilistic modeling.

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Physics in medicine and biology

Summary

journal-article

Deep learning-based synthetic dose-weighted LET map generation for intensity modulated proton therapy

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Physics in Medicine & Biology

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journal-article

Deep learning-based synthetic dose-weighted LET map generation for intensity modulated proton therapy.

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Physics in medicine and biology

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journal-article

Robust explanation supervision for false positive reduction in pulmonary nodule detection.

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Medical physics

Summary

journal-article

MGMT promoter methylation prediction based on multiparametric MRI via vision graph neural network.

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Journal of medical imaging (Bellingham, Wash.)

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journal-article

Exploring dual energy CT synthesis in CBCT-based adaptive radiotherapy and proton therapy: application of denoising diffusion probabilistic models.

Published by

Physics in medicine and biology

Summary

journal-article

Using a patient-specific diffusion model to generate CBCT-based synthetic CTs for CBCT-guided adaptive radiotherapy.

Published by

Medical physics

Summary

journal-article

Recent advances in the clinical applications of machine learning in proton therapy

Summary

preprint

Temporally Corrected Dose Accumulation – Next Steps in the Biology of Reirradiation

Summary

preprint

Prediction of early recurrence of adult-type diffuse gliomas following radiotherapy using multi-modal magnetic resonance images.

Published by

Medical physics

Summary

journal-article

Radiomic Analysis of Treatment Effect for Patients with Radiation Necrosis Treated with Pentoxifylline and Vitamin E

Published by

Tomography

Summary

journal-article

Radiomic Analysis of Treatment Effect for Patients with Radiation Necrosis Treated with Pentoxifylline and Vitamin E

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Tomography

Summary

journal-article

CT-based synthetic contrast-enhanced dual-energy CT generation using conditional denoising diffusion probabilistic model

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Physics in Medicine & Biology

Summary

journal-article

CT-based synthetic contrast-enhanced dual-energy CT generation using conditional denoising diffusion probabilistic model.

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Physics in medicine and biology

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journal-article

CBCT-based synthetic CT image generation using a diffusion model for CBCT-guided lung radiotherapy.

Published by

Medical physics

Summary

journal-article

CT-based synthetic iodine map generation using conditional denoising diffusion probabilistic model.

Published by

Medical physics

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journal-article

Image-domain material decomposition for dual-energy CT using unsupervised learning with data-fidelity loss.

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Medical physics

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journal-article

Cardiac MRI segmentation using shifted-window multilayer perceptron mixer networks

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Physics in Medicine & Biology

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journal-article

Cardiac MRI segmentation using shifted-window multilayer perceptron mixer networks.

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Physics in medicine and biology

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journal-article

Unsupervised MRI motion artifact disentanglement: introducing MAUDGAN

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Physics in Medicine & Biology

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journal-article

Unsupervised MRI motion artifact disentanglement: introducing MAUDGAN.

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Physics in medicine and biology

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journal-article

Diffeomorphic transformer-based abdomen MRI-CT deformable image registration.

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Medical physics

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journal-article

Advancing medical imaging with language models: featuring a spotlight on ChatGPT

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Physics in Medicine & Biology

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journal-article

Advancing medical imaging with language models: featuring a spotlight on ChatGPT.

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Physics in medicine and biology

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journal-article

MRI-only based material mass density and relative stopping power estimation via deep learning for proton therapy: a preliminary study.

Published by

Scientific reports

Summary

journal-article

High-resolution 3T to 7T ADC map synthesis with a hybrid CNN-transformer model.

Published by

Medical physics

Summary

journal-article

Full-dose whole-body PET synthesis from low-dose PET using high-efficiency denoising diffusion probabilistic model: PET consistency model.

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Medical physics

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journal-article

Streamlined pin-ridge-filter design for single-energy proton FLASH planning.

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Medical physics

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journal-article

Total scalp irradiation: A study comparing multiple types of bolus and VMAT optimization techniques

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Journal of Applied Clinical Medical Physics

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journal-article

NRG Oncology Assessment of Artificial Intelligence Deep Learning-Based Auto-segmentation for Radiation Therapy: Current Developments, Clinical Considerations, and Future Directions.

Published by

International journal of radiation oncology, biology, physics

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journal-article

Denoising magnetic resonance spectroscopy (MRS) data using stacked autoencoder for improving signal-to-noise ratio and speed of MRS.

Published by

Medical physics

Summary

journal-article

Lesion segmentation on <sup>18</sup>F-fluciclovine PET/CT images using deep learning.

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Frontiers in oncology

Summary

journal-article

Hippocampus substructure segmentation using morphological vision transformer learning

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Physics in Medicine & Biology

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journal-article

Hippocampus substructure segmentation using morphological vision transformer learning.

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Physics in medicine and biology

Summary

journal-article

MRI motion artifact reduction using a conditional diffusion probabilistic model (MAR-CDPM).

Published by

Medical physics

Summary

journal-article

Synthetic CT generation from MRI using 3D transformer-based denoising diffusion model.

Published by

Medical physics

Summary

journal-article

Single energy CT-based mass density and relative stopping power estimation for proton therapy using deep learning method.

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Frontiers in oncology

Summary

journal-article

Ultrasound Breast Tumor Detection based on Vision Graph Neural Network

Published by

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Summary

conference-paper

Ultrasound-based Dominant Intraprostatic Lesion Classification with Swin Transformer

Published by

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Summary

conference-paper

Deep learning-based protoacoustic signal denoising for proton range verification

Published by

Biomedical Physics & Engineering Express

Summary

journal-article

Deep learning in MRI-guided radiation therapy: A systematic review.

Published by

Journal of applied clinical medical physics

Summary

journal-article

Segmentation of carotid artery vessel wall and diagnosis of carotid atherosclerosis on black blood magnetic resonance imaging with multi-task learning.

Published by

Medical physics

Summary

journal-article

Deep learning-based protoacoustic signal denoising for proton range verification

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Biomedical Physics & Engineering Express

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journal-article

Inter-fraction deformable image registration using unsupervised deep learning for CBCT-guided abdominal radiotherapy

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Physics in Medicine & Biology

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journal-article

Inter-fraction deformable image registration using unsupervised deep learning for CBCT-guided abdominal radiotherapy

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Physics in Medicine and Biology

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journal-article

Landmark tracking in liver US images using cascade convolutional neural networks with long short-term memory

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Measurement Science and Technology

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journal-article

Multimodal imaging-based material mass density estimation for proton therapy using supervised deep learning.

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The British journal of radiology

Summary

journal-article

An optimized framework for cone-beam computed tomography-based online evaluation for proton therapy.

Published by

Medical physics

Summary

journal-article

Landmark tracking in liver US images using cascade convolutional neural networks with long short-term memory

Published by

Measurement Science and Technology

Summary

journal-article

Autonomous Respiratory Motion Compensated Robot for CT-Guided Abdominal Radiofrequency Ablations

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IEEE Transactions on Medical Robotics and Bionics

Summary

journal-article

Reinforcement learning in medical image analysis: Concepts, applications, challenges, and future directions

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Journal of Applied Clinical Medical Physics

Summary

journal-article

Reinforcement learning in medical image analysis: Concepts, applications, challenges, and future directions

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Journal of Applied Clinical Medical Physics

Summary

journal-article

2D medical image synthesis using transformer-based denoising diffusion probabilistic model

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Physics in Medicine and Biology

Summary

journal-article

A novel direction modulated brachytherapy technique for urethra sparing in high-dose-rate brachytherapy of prostate cancer.

Published by

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Summary

journal-article

A component method to delineate surgical spine implants for proton Monte Carlo dose calculation

Published by

Journal of Applied Clinical Medical Physics

Summary

journal-article

Abdomen CT multi-organ segmentation using token-based MLP-Mixer

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Medical Physics

Summary

journal-article

Automated lung tumor delineation on positron emission tomography/computed tomography via a hybrid regional network

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Medical Physics

Summary

journal-article

Automatic segmentation of neurovascular bundle on mri using deep learning based topological modulated network

Published by

Medical Physics

Summary

journal-article

CBCT-Based Synthetic CT Image Generation Using Conditional Denoising Diffusion Probabilistic Model

Published by

ArXiv

Summary

journal-article

CBCT-Based synthetic CT image generation using conditional denoising diffusion probabilistic model.

Published by

Medical physics

Summary

journal-article

Curvature-based force estimation for an elastic tube

Published by

Robotica

Summary

journal-article

Deep Learning in MRI-guided Radiation Therapy: A Systematic Review

Published by

ArXiv

Summary

journal-article

Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data Augmentation

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ArXiv

Summary

journal-article

Deep learning-based fast volumetric imaging using kV and MV projection images for lung cancer radiotherapy: A feasibility study

Published by

Medical Physics

Summary

journal-article

Denoising Magnetic Resonance Spectroscopy (MRS) Data Using Stacked Autoencoder for Improving Signal-to-Noise Ratio and Speed of MRS

Published by

ArXiv

Summary

journal-article

Early in vivo Radiation Damage Quantification for Pediatric Craniospinal Irradiation Using Longitudinal MRI for Intensity Modulated Proton Therapy

Published by

Advances in Radiation Oncology

Summary

journal-article

Evaluating Pareto optimal tradeoffs for hippocampal avoidance whole brain radiotherapy with knowledge-based multicriteria optimization

Published by

Medical Dosimetry

Summary

journal-article

Evaluating Pareto optimal tradeoffs for hippocampal avoidance whole brain radiotherapy with knowledge-based multicriteria optimization.

Published by

Medical dosimetry : official journal of the American Association of Medical Dosimetrists

Summary

journal-article

Feasibility study of hybrid inverse planning with transmission beams and single-energy spread-out Bragg peaks for proton FLASH radiotherapy

Published by

Medical Physics

Summary

journal-article

ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation

Summary

conference-paper

Measurement of the time structure of FLASH beams using prompt gamma rays and secondary neutrons as surrogates

Published by

Physics in Medicine & Biology

Summary

journal-article

Machine learning-based adaptive radiotherapy treatments: From bench top to bedside

Published by

Frontiers in Oncology

Summary

journal-article

Measurement of the time structure of FLASH beams using prompt gamma rays and secondary neutrons as surrogates

Published by

Physics in Medicine and Biology

Summary

journal-article

Dosimetric Uncertainties in Dominant Intraprostatic Lesion Simultaneous Boost Using Intensity Modulated Proton Therapy

Published by

Advances in Radiation Oncology

Summary

journal-article

Dual-energy CT based mass density and relative stopping power estimation for proton therapy using physics-informed deep learning

Published by

Physics in Medicine and Biology

Summary

journal-article

Early in vivo Radiation Damage Quantification for Pediatric Craniospinal Irradiation Using Longitudinal MRI for Intensity Modulated Proton Therapy

Published by

ArXiv

Summary

journal-article

Ultrasound-Based Grading System for Radiation-Induced Acute Breast Toxicity

Published by

Journal of Ultrasound in Medicine

Summary

journal-article

Using Neural Network to Enhance Dual-Energy Computed Tomography Parametric Mapping for Proton Therapy

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Echocardiographic Image Segmentation Using Mutual Boosting Network

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Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Enhanced cardiac substructure sparing through knowledge-based treatment planning for non-small cell lung cancer radiotherapy

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Frontiers in Oncology

Summary

journal-article

Fast 3D Imaging via Deep learning for Deep Inspiration Breath-hold Lung Radiotherapy

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Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

High-Resolution MR Imaging using Self-supervised Parallel Network

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Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Iterative Material Decomposition with Gradient L<sub>0</sub>-norm Minimization for Dual-energy CT

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Landmark Tracking in Liver US images Using Cascade Convolutional Neural Networks with Long Short-Term Memory

Published by

ArXiv

Summary

journal-article

Liver Motion Tracking in Ultrasound images Using Attention Guided Mask R-CNN with Long-Short-Term-Memory Network

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Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Longitudinal Changes in U.S. Parameters of Neurovascular Bundles Suggest Mechanism for Radiation-Induced Erectile Dysfunction

Published by

Advances in Radiation Oncology

Summary

journal-article

Longitudinal Deformable MRI Registration via Dual-Feasible Deep Learning-based Framework

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

MRI-based prostate and dominant lesion segmentation using cascaded scoring convolutional neural network

Published by

Medical Physics

Summary

journal-article

Machine learning for tracking planned versus delivered dose in pancreas SBRT

Published by

Journal of Clinical Oncology

Summary

journal-article

Magnetic resonance imaging contrast enhancement synthesis using cascade networks with local supervision

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Medical Physics

Summary

journal-article

Male Pelvic Multi-organ Segmentation Using V-transformer Network

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Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Male pelvic multi-organ segmentation using token-based transformer Vnet

Published by

Physics in Medicine and Biology

Summary

journal-article

Multimodal Imaging-based Material Mass Density Estimation for Proton Therapy Using Physics-Constrained Deep Learning

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ArXiv

Summary

journal-article

Using orthogonal 2D kV images for target localization via central matching networks

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Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Mutual enhancing learning-based automatic segmentation of CT cardiac substructure

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Physics in Medicine and Biology

Summary

journal-article

Validation of a deep learning-based material estimation model for Monte Carlo dose calculation in proton therapy

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Physics in Medicine & Biology

Summary

journal-article

Neurovascular Bundles Segmentation on MRI via Hierarchical Object Activation Network

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Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Onboard cone-beam CT-based replan evaluation for head and neck proton therapy

Published by

Journal of Applied Clinical Medical Physics

Summary

journal-article

Validation of a deep learning-based material estimation model for Monte Carlo dose calculation in proton therapy

Published by

Physics in Medicine and Biology

Summary

journal-article

A potential revolution in cancer treatment: A topical review of FLASH radiotherapy

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Journal of Applied Clinical Medical Physics

Summary

journal-article

A potential revolution in cancer treatment: A topical review of FLASH radiotherapy

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Journal of Applied Clinical Medical Physics

Summary

journal-article

Cascaded mutual enhancing networks for brain tumor subregion segmentation in multiparametric MRI

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Physics in Medicine & Biology

Summary

journal-article

Cascaded mutual enhancing networks for brain tumor subregion segmentation in multiparametric MRI

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Physics in Medicine and Biology

Summary

journal-article

Multi-organ auto-delineation in head-and-neck MRI for radiation therapy using regional convolutional neural network

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Physics in Medicine & Biology

Summary

journal-article

Multi-organ auto-delineation in head-and-neck MRI for radiation therapy using regional convolutional neural network

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Physics in Medicine and Biology

Summary

journal-article

A Deep Learning Approach to Transform Two Orthogonal X-Ray Images to Volumetric Images for Image-guided Proton Therapy

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Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

An Integrated Biological Optimization framework for proton SBRT FLASH treatment planning allows dose, dose rate, and LET optimization using patient-specific ridge filters

Published by

ArXiv

Summary

journal-article

An unsupervised patient-specific metal artifact reduction framework for proton therapy

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Artificial Intelligence in Quantitative Ultrasound Imaging A Survey

Published by

Journal of Ultrasound in Medicine

Summary

journal-article

Artificial Intelligence in Radiation Therapy

Published by

IEEE Transactions on Radiation and Plasma Medical Sciences

Summary

journal-article

Automated CT Segmentation for Rapid Assessment of Anatomical Variations in Head-and-Neck Radiation Therapy

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Automatic Breast Ultrasound Tumor Segmentation via One-stage Hierarchical Target Activation Network

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Automatic inverse treatment planning of Gamma Knife radiosurgery via deep reinforcement learning

Published by

Medical Physics

Summary

journal-article

Brain Multi-parametric MRI Tumor Subregion Segmentation via Hierarchical Substructural Activation Network

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

CBCT Lung Multi-OAR Segmentation via Hierarchical Network

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Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Review of Machine Learning in Lung Ultrasound in COVID-19 Pandemic

Published by

Journal of Imaging

Summary

journal-article

CT Guided Material Decomposition of Spectral CBCT

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

CT-based Volumetric Strain Imaging Via a Deep Learning Registration Framework

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Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Deep Learning based Volume-to-Slice MRI Registration via Intentional Overfitting

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Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Deep Learning-based Longitudinal CT Registration for Anatomy Variation Assessment during Radiotherapy

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Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Deep learning-based Contrast-Enhanced MRI using Cascade Networks with Local Supervision

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Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Synthesizing high-resolution magnetic resonance imaging using parallel cycle-consistent generative adversarial networks for fast magnetic resonance imaging

Published by

Medical Physics

Summary

journal-article

Deep-learning-based Extraprostatic Nodal Lesion Segmentation on 18F-fluciclovine PET

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Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Deep-learning-based Markerless Tumor Localization using 2D KV/MV Image

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Deep-learning-based Modulated Radiotherapy Dose Plan Prediction with Integration of Non-modulated Dose-Distribution

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Deformable CT image registration via a dual feasible neural network

Published by

Medical Physics

Summary

journal-article

Deformable Histopathology-MRI Image Registration using Deep Learning

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Determining the applicability of a clinical knowledge-based learning model via prospective outlier detection

Published by

Medical Physics

Summary

journal-article

The viscoelastic characteristics of in-vitro carotid plaque by Kelvin-Voigt fractional derivative modeling

Published by

Journal of Biomechanics

Summary

journal-article

Deep learning-based Fast Volumetric Image Generation for Image-guided Proton FLASH Radiotherapy

Published by

ArXiv

Summary

journal-article

Multi-organ Segmentation of Male Pelvic CT using Dual Attention Networks

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Non-rigid MRI-CT Image Registration with Unsupervised Deep Learning-based Deformation Prediction

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Post-Op Brain Tumor Bed Detection and Segmentation using 3D Mask R-CNN for Dynamic Magnetic Resonance Perfusion Imaging

Published by

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Summary

conference-paper

Prostate Dose Prediction in HDR Brachytherapy using Unsupervised Multi-Atlas Fusion

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Prostate and Tumor Segmentation on PET/CT using Dual Mask R-CNN

Published by

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Summary

conference-paper

Prostate and dominant intraprostatic lesion segmentation on PET/CT using cascaded regional-net

Published by

Physics in Medicine and Biology

Summary

journal-article

Radiation Dose Prediction for Pancreatic Stereotactic Body Radiotherapy via Convention Neural Networks

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Region Proposal Network for Multi-Organ Segmentation in CT for Pancreatic Radiotherapy

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Region of Interest Discovery Using Discriminative Concrete Autoencoder for COVID-19 Lung CT Images

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Residual Mask Scoring Regional Convolutional Neural Network for Multi-Organ Segmentation in Head-and-Neck CT

Published by

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Summary

conference-paper

Self-supervised learning for accelerated 3D high-resolution ultrasound imaging

Published by

Medical Physics

Summary

journal-article

Super-Resolution Magnetic Resonance Imaging Reconstruction Using Deep Attention Networks

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Synthesizing High-resolution CT from Low-resolution CT using Self-learning

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Synthetic CT-aided MRI-CT Image Registration for Head and neck Radiotherapy

Published by

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Summary

conference-paper

Synthetic CT-aided multiorgan segmentation for CBCT-guided adaptive pancreatic radiotherapy

Published by

Medical Physics

Summary

journal-article

Synthetic CT-based Multi-Organ Segmentation in Cone Beam CT for Adaptive Pancreatic Radiotherapy

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Synthetic Dual Energy CT Imaging from Single Energy CT Using Deep Attention Neural Network

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Synthetic MRI-aided Multi-Organ Segmentation in Head-and-Neck Cone Beam CT

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Synthetic MRI-aided Pelvic Multi-organ Segmentation in Cone-beam Computed Tomography

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Synthetic dual-energy CT for MRI-only based proton therapy treatment planning using label-GAN

Published by

Physics in Medicine and Biology

Summary

journal-article

Ultrasound GLCM texture analysis of radiation-induced acute toxicity following breast cancer radiotherapy

Published by

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Summary

conference-paper

Ultrasound Multi-needle Detection Using Deep Attention U-Net with TV Regularizations

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

Weakly Non-rigid MR-TRUS Prostate Registration Using Fully Convolutional and Recurrent Neural Networks

Published by

Proceedings of SPIE - The International Society for Optical Engineering

Summary

conference-paper

A review on medical imaging synthesis using deep learning and its clinical applications

Published by

Journal of Applied Clinical Medical Physics

Summary

journal-article

Multiparametric MRI-guided High-dose-rate Prostate Brachytherapy with Focal Dose Boost to Dominant Intraprostatic Lesions

Published by

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Summary

conference-paper

Deep learning-based thoracic CBCT correction with histogram matching

Published by

Biomedical Physics & Engineering Express

Summary

journal-article

Attenuation Correction for PET/MRI Using MRI-based Pseudo CT

Published by

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Summary

conference-paper

Deep Learning-based Low Dose CT Imaging

Published by

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Summary

conference-paper

Deep Learning-Based Relative Stopping Power Mapping Generation with Cone-Beam CT in Proton Radiation Therapy

Published by

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Summary

conference-paper

Low dose PET imaging with CT-aided cycle-consistent adversarial networks

Published by

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Echocardiographic image multi-structure segmentation using Cardiac-SegNet

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Deep learning-based thoracic CBCT correction with histogram matching

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IEEE Transactions on Biomedical Engineering

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On the Conditioning of Spectral Channelization (Energy Binning) and Its Impact on Multi-Material Decomposition Based Spectral Imaging in Photon-Counting CT

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IEEE Transactions on Biomedical Engineering

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Knowledge-based radiation treatment planning: A data-driven method survey

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High through-plane resolution CT imaging with self-supervised deep learning

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High through-plane resolution CT imaging with self-supervised deep learning

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Artificial intelligence in tumor subregion analysis based on medical imaging: A review

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Learning-based dose prediction for pancreatic stereotactic body radiation therapy using dual pyramid adversarial network

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Physics in Medicine & Biology

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Learning-based dose prediction for pancreatic stereotactic body radiation therapy using dual pyramid adversarial network

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Head and neck multi-organ segmentation on dual-energy CT using dual pyramid convolutional neural networks

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Physics in Medicine & Biology

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Head and neck multi-organ segmentation on dual-energy CT using dual pyramid convolutional neural networks

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Physics in Medicine and Biology

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Male pelvic CT multi-organ segmentation using synthetic MRI-aided dual pyramid networks

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Physics in Medicine & Biology

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Male pelvic CT multi-organ segmentation using synthetic MRI-aided dual pyramid networks

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Physics in Medicine and Biology

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Thyroid gland delineation in noncontrast-enhanced CTs using deep convolutional neural networks

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Physics in Medicine & Biology

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Thyroid gland delineation in noncontrast-enhanced CTs using deep convolutional neural networks

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Physics in Medicine and Biology

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Principal Component Analysis in Projection and Image Domains—Another Form of Spectral Imaging in Photon-Counting CT

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IEEE Transactions on Biomedical Engineering

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Principal Component Analysis in Projection and Image Domains-Another Form of Spectral Imaging in Photon-Counting CT

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IEEE Transactions on Biomedical Engineering

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A novel proton counting detector and method for the validation of tissue and implant material maps for Monte Carlo dose calculation

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Physics in Medicine & Biology

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A novel proton counting detector and method for the validation of tissue and implant material maps for Monte Carlo dose calculation

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Physics in Medicine and Biology

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Head-and-neck organs-at-risk auto-delineation using dual pyramid networks for CBCT-guided adaptive radiotherapy

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Physics in Medicine & Biology

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Head-and-neck organs-at-risk auto-delineation using dual pyramid networks for CBCT-guided adaptive radiotherapy

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Physics in Medicine and Biology

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4D Cone-beam CT Deformable Registration using Unsupervised Spatial Transformation Network

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A Learning based Nonrigid MRI-CBCT Image Registration Method for MRI-guided Prostate Cancer Radiotherapy

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A review of deep learning based methods for medical image multi-organ segmentation

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Physica Medica

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AI in Image Guided Radiation Therapy

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Medical Physics

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Abdominal CT-CBCT Deformable Image Registration using Deep Neural Network with Directional Local Structural Similarity

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Proceedings of SPIE - The International Society for Optical Engineering

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Accurate characterization of metal implants and human materials using novel proton counting detector for Monte Carlo dose calculation in proton therapy

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An Unsupervised Deep Learning Approach For 4DCT Lung Deformable Image Registration

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ArXiv

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Assessing the Condition of Spectral Channelization (Energy Binning) in Photon-counting CT: A Singular Value Decomposition Based Approach

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Attenuation Correction without Structural Images for PET Imaging

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Automated delineation of head and neck organs at risk using synthetic MRI-aided mask scoring regional convolutional neural network

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Automatic Epicardial Fat Segmentation in Cardiac CT Imaging Using 3D Deep Attention U-Net

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Proceedings of SPIE - The International Society for Optical Engineering

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Automatic Inverse Treatment Planning for Gamma Knife Radiosurgery via Deep Reinforcement Learning

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Automatic Tumor Segmentation in 3D Automated Breast Ultrasound using Convolutional Neural Network

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Automatic delineation of cardiac substructures using a region-based fully convolutional network

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Medical Physics

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Automatic quantification of myocardium and pericardial fat from coronary computed tomography angiography: a multicenter study

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European Radiology

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Biomechanically constrained non-rigid MR-TRUS prostate registration using deep learning based 3D point cloud matching

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Brain Tumor Detection and Segmentation using 3D Mask R-CNN for Dynamic Susceptibility Contrast Enhanced Perfusion Imaging

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Breast tumor segmentation in 3D automatic breast ultrasound using Mask scoring R-CNN

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Medical Physics

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CT MRI Pelvic Deformable Registration via Deep Learning

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Proceedings of SPIE - The International Society for Optical Engineering

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Catheter position prediction using deep-learning-based multi-atlas registration for high-dose rate prostate brachytherapy

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Medical Physics

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Chest CBCT-based Synthetic CT using Cycle-consistent Adversarial Network with Histogram Matching

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Proceedings of SPIE - The International Society for Optical Engineering

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Cone-beam Computed Tomography (CBCT) and CT Image Registration Aided by CBCT-based Synthetic CT

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Contrast-enhanced MRI Synthesis from Non-contrast MRI using Attention CycleGAN

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Daily Cone-Beam CT Multi-Organ Segmentation for Prostate Adaptive Radiotherapy

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Deep Attention Mask Regional Convolutional Neural Network for Head-and-Neck MRI Multi-Organ Auto-Delineation

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Deep Learning-based 3D Image Generation Using a Single 2D Projection Image

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Proceedings of SPIE - The International Society for Optical Engineering

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Deep Learning-based Deformable Image Registration of Inter-fraction CBCT Images for Adaptive Radiation Therapy

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Proceedings of SPIE - The International Society for Optical Engineering

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Deep Learning-based Deformable MRI-CBCT Registration of Male Pelvic Region

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Deep Learning-based Denoising for Magnetic Resonance Spectroscopy Signals

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Deep Learning-based Multi-catheter Reconstruction for MRI-guided HDR Prostate Brachytherapy

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Deep Learning-based Self-high-resolution for 3D Ultrasound Imaging

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Deep Learning-based Volumetric Image Generation from Projection Imaging for Prostate Radiotherapy

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Deep learning-based motion tracking using ultrasound images

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Medical Physics

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Deformable MR-CBCT prostate registration using biomechanically constrained deep learning networks

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Medical Physics

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Deformable MRI-CT Liver Image Registration Using Convolutional Neural Network with Modality Independent Neighborhood Descriptors

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Deformable MRI-US Image Registration using Biomechanically Constrained

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Stopping Power Map Estimation from Dual-Energy CT Using Deep Convolutional Neural Network

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Estimating standard-dose PET from low-dose PET with deep learning

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Fully Automated Segmentation of Brain Tumor from Multiparametric MRI Using 3D Context U-Net with Deep Supervision

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Proceedings of SPIE - The International Society for Optical Engineering

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Fully automated segmentation of brain tumor from multiparametric MRI using 3D context deep supervised U-Net

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Medical Physics

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Generation of Contrast-Enhanced CT with Residual Cycle-Consistent Generative Adversarial Network (Res-CycleGAN)

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High-frequency ultrasound in clinical dermatology: a review

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Implementation of a Knowledge-Based Treatment Planning Model for Cardiac-Sparing Lung Radiation Therapy

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Intensity Non-uniformity Correction in MR Imaging using Deep Learning

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Learning-Based Stopping Power Mapping on Dual-Energy CT for Proton Radiation Therapy

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PET Attenuation Correction Using Non-AC PET-based Synthetic CT

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Left Ventricular Myocardium Segmentation in Coronary Computed Tomography Angiography using 3D Deep Attention U-Net

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Liver Synthetic CT Generation Based on Dense-CycleGAN for MRI-Only Treatment Planning

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Proceedings of SPIE - The International Society for Optical Engineering

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Lung Tumor Segmentation of PET/CT Using Dual Pyramid Mask R-CNN

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Proceedings of SPIE - The International Society for Optical Engineering

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Lung tumor segmentation in 4D CT images using motion convolutional neural networks

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Medical Physics

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MRI classification using semantic random forest with auto-context model

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Quantitative Imaging in Medicine and Surgery

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MRI-aided Attenuation Correction for PET Imaging with Deep Learning

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MRI-based Prostate and Dominant Lesion Segmentation using Deep Neural Network

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Male pelvic multi-organ segmentation on transrectal ultrasound using anchor-free mask CNN

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Medical Physics

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Mask R-CNN-based Tumor Localization and Segmentation in 4D Lung CT

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Motion Tracking in 3D Ultrasound Imaging Based on Markov-like Deep-Learning-based Deformable Registration

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Multi-Needle Digitization in Ultrasound Image using Max-Margin Mask R-CNN

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Multi-Organ Segmentation in Head and Neck MRI Using U-Faster-RCNN

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Proceedings of SPIE - The International Society for Optical Engineering

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Multi-Organ Segmentation on Head and Neck Dual-energy CT using Deep Neural Networks

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Proceedings of SPIE - The International Society for Optical Engineering

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Multi-modality MRI Arbitrary Transformation using Unified Generative Adversarial Networks

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Proceedings of SPIE - The International Society for Optical Engineering

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Multi-organ Segmentation in Pelvic CT Images with CT-based Synthetic MRI

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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LungRegNet: An unsupervised deformable image registration method for 4D-CT lung

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Medical Physics

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A review on medical imaging synthesis using deep learning and its clinical applications.

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Summary

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Deep learning-based real-time volumetric imaging for lung stereotactic body radiation therapy: a proof of concept study

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Physics in Medicine & Biology

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Deep learning-based real-time volumetric imaging for lung stereotactic body radiation therapy: a proof of concept study

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Physics in Medicine and Biology

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Intensity non-uniformity correction in MR imaging using residual cycle generative adversarial network

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Physics in Medicine & Biology

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Intensity non-uniformity correction in MR imaging using residual cycle generative adversarial network

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Physics in Medicine and Biology

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Ultrasound Elastography for Lung Disease Assessment

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IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control

Summary

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Ultrasound Elastography for Lung Disease Assessment

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IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control

Summary

journal-article

Deep learning in medical image registration: a review

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Physics in Medicine & Biology

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Deep learning in medical image registration: a review.

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Physics in medicine and biology

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Deep Learning in Medical Image Registration: A Review

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ArXiv

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Automatic multi-needle localization in ultrasound images using large margin mask RCNN for ultrasound-guided prostate brachytherapy

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Physics in Medicine & Biology

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Automatic multi-needle localization in ultrasound images using large margin mask RCNN for ultrasound-guided prostate brachytherapy

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Physics in Medicine and Biology

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Brain tumor segmentation using 3D Mask R-CNN for dynamic susceptibility contrast enhanced perfusion imaging

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Physics in Medicine & Biology

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Brain tumor segmentation using 3D Mask R-CNN for dynamic susceptibility contrast enhanced perfusion imaging

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Physics in Medicine and Biology

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Cone-beam CT-derived relative stopping power map generation via deep learning for proton radiotherapy.

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Medical physics

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Cone-beam CT-derived relative stopping power map generation via deep learning for proton radiotherapy

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Medical Physics

Summary

journal-article

Label-driven magnetic resonance imaging (MRI)-transrectal ultrasound (TRUS) registration using weakly supervised learning for MRI-guided prostate radiotherapy.

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Physics in medicine and biology

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Label-driven MRI-US registration using weakly-supervised learning for MRI-guided prostate radiotherapy

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Physics in Medicine and Biology

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Automatic segmentation and quantification of epicardial adipose tissue from coronary computed tomography angiography

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Physics in Medicine & Biology

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Automatic segmentation and quantification of epicardial adipose tissue from coronary computed tomography angiography

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Physics in Medicine and Biology

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Automatic segmentation and quantification of epicardial adipose tissue from coronary computed tomography angiography

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Physics in Medicine and Biology

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High quality proton portal imaging using deep learning for proton radiation therapy: a phantom study

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Biomedical Physics & Engineering Express

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High quality proton portal imaging using deep learning for proton radiation therapy: A phantom study

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Biomedical Physics and Engineering Express

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High quality proton portal imaging using deep learning for proton radiation therapy: a phantom study

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Biomedical Physics & Engineering Express

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3D thyroid segmentation in CT using self-attention convolutional neural network

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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conference-paper

3D Thyroid Segmentation in CT Using Self-attention Convolutional Neural Network

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Proceedings of SPIE - The International Society for Optical Engineering

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conference-paper

4D-CT deformable image registration using multiscale unsupervised deep learning

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4D-CT deformable image registration using multiscale unsupervised deep learning

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Physics in Medicine and Biology

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A learning-based automatic segmentation and quantification method on left ventricle in gated myocardial perfusion SPECT imaging: A feasibility study

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A planning study of focal dose escalations to multiparametric MRI-defined dominant intraprostatic lesions in prostate proton radiation therapy

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The British journal of radiology

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A planning study of focal dose escalations to multiparametric MRI-defined dominant intraprostatic lesions in prostate proton radiation therapy

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The British Journal of Radiology

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A preliminary study on a multiresolution-level inverse planning approach for Gamma Knife radiosurgery

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Medical Physics

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A preliminary study on a multiresolution-level inverse planning approach for Gamma Knife radiosurgery

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Medical Physics

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Analytical Low-Dose CBCT Reconstruction Using Non-local Total Variation Regularization for Image Guided Radiation Therapy

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Frontiers in Oncology

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Analytical Low-Dose CBCT Reconstruction Using Non-local Total Variation Regularization for Image Guided Radiation Therapy

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Frontiers in Oncology

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Attenuation Correction for PET/MRI Using MRI-based Pseudo CT

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Automated coronary artery segmentation in Coronary Computed Tomography Angiography (CCTA) using deep learning neural networks

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Summary

conference-paper

Automated Coronary Artery Segmentation in Coronary Computed Tomography Angiography (CCTA) using Deep Learning Neural Networks

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Proceedings of SPIE - The International Society for Optical Engineering

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Automated left ventricular myocardium segmentation using 3D deeply supervised attention U-net for coronary computed tomography angiography; CT myocardium segmentation

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Automatic brain arteriovenous malformations segmentation on contrast CT images using combined region proposal network and V-Net

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Automatic Brain Arteriovenous Malformations Segmentation on Contrast CT Images Using Combined Region Proposal Network and V-Net

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Automatic detection of brain metastases using 3D mask R-CNN for stereotactic radiosurgery

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Automatic detection of brain metastases using 3D mask R-CNN for stereotactic radiosurgery

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Automatic multi-catheter detection using deeply supervised convolutional neural network in MRI-guided HDR prostate brachytherapy

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Medical Physics

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Automatic multi-catheter detection using deeply supervised convolutional neural network in MRI-guided HDR prostate brachytherapy

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Benign and malignant thyroid classification using computed tomography radiomics

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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conference-paper

Benign and Malignant Thyroid Classification Using Computed Tomography Radiomics

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Proceedings of SPIE - The International Society for Optical Engineering

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Breast cancer patient reported outcomes, depression, and objective measures of breast cosmesis

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CBCT-based synthetic CT generation using deep-attention cycleGAN for pancreatic adaptive radiotherapy

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Medical Physics

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CBCT-based synthetic CT generation using deep-attention cycleGAN for pancreatic adaptive radiotherapy

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Medical Physics

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CT prostate segmentation based on synthetic MRI-aided deep attention fully convolution network

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Medical Physics

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CT-aided Low-Count Whole-body PET Imaging Using Cross-Modality Attention Pyramid Network

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Summary

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CT-based multi-organ segmentation using a 3D self-attention U-net network for pancreatic radiotherapy

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Medical Physics

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CT-based pancreatic multi-organ segmentation by a 3D deep attention U-net network

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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CT-based Pancreatic Multi-organ Segmentation by a 3D Deep Attention U-Net Network

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Classification of lesion specific myocardial ischemia using cardiac computed tomography radiomics

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Classification of Lesion Specific Myocardial Ischemia Using Cardiac Computed Tomography Radiomics

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Deep Learning-based Low Dose CT Imaging

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Deep attentional GAN-based high-resolution ultrasound imaging

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Deep Attentional GAN-based High-Resolution Ultrasound Imaging

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Deep learning-based attenuation correction in the absence of structural information for whole-body positron emission tomography imaging

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Deep learning-based breast tumor detection and segmentation in 3D ultrasound image

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Deep Learning-based Breast Tumor Detection and Segmentation in 3D Ultrasound Image

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Deep learning-based relative stopping power mapping generation with cone-beam CT in proton radiation therapy

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Head and neck multi-organ auto-segmentation on CT images aided by synthetic MRI

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Impact of Regional Nodal Irradiation and Hypofractionated Whole-Breast Radiation on Long-Term Breast Retraction and Poor Cosmetic Outcome in Breast Cancer Survivors

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Clinical Breast Cancer

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Low dose PET imaging with CT-aided cycle-consistent adversarial networks

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LungRegNet: An unsupervised deformable image registration method for 4D-CT lung

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MRI-based proton treatment planning for base of skull tumors

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International Journal of Particle Therapy

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Machine learning in quantitative PET: A review of attenuation correction and low-count image reconstruction methods

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Physica Medica

Summary

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Male pelvic multi-organ segmentation aided by CBCT-based synthetic MRI

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Physics in Medicine and Biology

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Male pelvic multi-organ segmentation aided by CBCT-based synthetic MRI

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Mask R-CNN based coronary artery segmentation in coronary computed tomography angiography

Published by

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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conference-paper

Mask R-CNN based Coronary Artery Segmentation in Coronary Computed Tomography Angiography

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Proceedings of SPIE - The International Society for Optical Engineering

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conference-paper

Multi-Needle Detection n 3D Ultrasound Images Using Unsupervised Order-Graph Regularized Sparse Dictionary Learning

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IEEE Transactions on Medical Imaging

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Multi-needle Localization with Attention U-Net in US-guided HDR Prostate Brachytherapy

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Medical Physics

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Multi-needle detection in 3D ultrasound images with sparse dictionary learning

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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conference-paper

Multi-needle Detection in 3D Ultrasound Images with Sparse Dictionary Learning

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Multimodal MRI synthesis using unified generative adversarial networks

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Optimization of basis material selection and energy binning in three material decomposition for spectral imaging without contrast agents in photon-counting CT

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Optimization of Basis Material Selection and Energy Binning in Three Material Decomposition for Spectral Imaging without Contrast Agents in Photon-counting CT

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Organ-at-Risk (OAR) segmentation in head and neck CT using U-RCNN

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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conference-paper

Organ-at-Risk (OAR) Segmentation in Head and Neck CT Using U-RCNN

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conference-paper

PET Attenuation Correction Using MRI-aided Two-Stream Pyramid Attention Network

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journal-article

PET Attenuation Correction Using Non-AC PET-based Synthetic CT

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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conference-paper

Pelvic multi-organ segmentation on cone-beam CT for prostate adaptive radiotherapy

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Medical Physics

Summary

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Pelvic multi-organ segmentation on cone-beam CT for prostate adaptive radiotherapy

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Medical Physics

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Radiomics analysis using contrast-enhanced CT for preoperative prediction of occult peritoneal metastasis in advanced gastric cancer

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European Radiology

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Recognizing Image Semantic Information Through Multi-Feature Fusion and SSAE-Based Deep Network

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Recognizing Image Semantic Information Through Multi-Feature Fusion and SSAE-Based Deep Network

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Solutions to ramp-hold dynamic oscillation indentation tests for assessing the viscoelasticity of hydrogel by Kelvin-Voigt fractional derivative modeling

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Solutions to ramp-hold dynamic oscillation indentation tests for assessing the viscoelasticity of hydrogel by Kelvin-Voigt fractional derivative modeling

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Statistical and Texture Descriptors of Symptomatic Plantar Fasciitis Using Ultrasound Shear Wave Elastography

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IEEE Access

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Statistical and Texture Descriptors of Symptomatic Plantar Fasciitis Using Ultrasound Shear Wave Elastography

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IEEE Access

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Stopping power map estimation from dual-energy CT using deep convolutional neural network

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Strain elastography as an early predictor of long-term prognosis in patients with locally advanced cervical cancers treated with concurrent chemoradiotherapy

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European Radiology

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Wavelet-based protoacoustic signal denoising for proton range verification

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Wavelet-based Protoacoustic Signal Denoising for Proton Range Verification

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Weakly supervised multi-needle detection in 3D ultrasound images with bidirectional convolutional sparse coding

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Summary

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Weakly Supervised Multi-Needle Detection in 3D Ultrasound Images with Bidirectional Convolutional Sparse Coding

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Proceedings of SPIE - The International Society for Optical Engineering

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Weekly supervised convolutional long short-term memory neural networks for MR-TRUS registration

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Weekly Supervised Convolutional Long Short-Term Memory Neural Networks for MR-TRUS Registration

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Deeply supervised 3D fully convolutional networks with group dilated convolution for automatic MRI prostate segmentation

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Machine-learning based classification of glioblastoma using dynamic susceptibility enhanced MR image

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Machine-learning-based classification of Glioblastoma using MRI-based radiomic features

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Multiparametric MRI-guided dose boost to dominant intraprostatic lesions in CT-based High-dose-rate prostate brachytherapy

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Optimal virtual monoenergetic image in “TwinBeam” dual-energy CT for organs-at-risk delineation based on contrast-noise-ratio in head-and-neck radiotherapy

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Paired cycle-GAN-based image correction for quantitative cone-beam computed tomography

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Medical Physics

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Revealing hemodynamic heterogeneity of gliomas based on signal profile features of dynamic susceptibility contrast-enhanced MRI

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NeuroImage: Clinical

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Spot decomposition in a novel pencil beam scanning proton computed tomography

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Spot decomposition in a novel pencil beam scanning proton Computed Tomography

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Synthetic CT generation from non-attenuation corrected PET images for whole-body PET imaging

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Physics in Medicine and Biology

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Synthetic MRI-aided multi-organ segmentation on male pelvic CT using cycle consistent deep attention network

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Radiotherapy and Oncology

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Ultrasound prostate segmentation based on 3D V-Net with deep supervision

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Ultrasound prostate segmentation based on multidirectional deeply supervised V-Net

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Medical Physics

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Whole-body PET Estimation from Ultra-short Scan Durations using 3D Cycle-Consistent Generative Adversarial Networks

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Journal of Nuclear Medicine

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Whole-body PET estimation from low count statistics using cycle-consistent generative adversarial networks

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Physics in Medicine and Biology

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Attenuation and Scatter Correction for Whole-body PET Using 3D Generative Adversarial Networks

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Journal of Nuclear Medicine

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4D-CT deformable image registration using an unsupervised deep convolutional neural network

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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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A learning-based automatic segmentation method on left ventricle in SPECT imaging

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A multi-feature fusion and SSAE-Based deep network for image semantic recognition

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Automated prostate segmentation of volumetric CT images using 3D deeply supervised dilated FCN

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Automatic MRI prostate segmentation using 3D deeply supervised FCN with concatenated atrous convolution

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Automatic multi-organ segmentation in thorax CT images using U-Net-GAN

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Automatic multiorgan segmentation in thorax CT images using U-net-GAN

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Medical Physics

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Brain MRI classification based on machine learning framework with auto-context model

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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CBCT-based synthetic MRI generation for CBCT-guided adaptive radiotherapy

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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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Deep learning-based image quality improvement for low-dose computed tomography simulation in radiation therapy

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Journal of Medical Imaging

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Deep morphology aided diagnosis network for segmentation of carotid artery vessel wall and diagnosis of carotid atherosclerosis on black-blood vessel wall MRI

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Medical Physics

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Dose evaluation of MRI-based synthetic CT generated using a machine learning method for prostate cancer radiotherapy

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Medical Dosimetry

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Dosimetric study on learning-based cone-beam CT correction in adaptive radiation therapy

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Medical Dosimetry

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Evaluation of a deep learning-based pelvic synthetic CT generation technique for MRI-based prostate proton treatment planning

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Physics in Medicine and Biology

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Full axillary lymph node dissection and increased breast epidermal thickness 1 year after radiation therapy for breast cancer

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Image quality improvement in cone-beam CT using deep learning

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Learning-based CBCT correction using alternating random forest based on auto-context model

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Medical Physics

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Learning-based automatic segmentation of arteriovenous malformations on contrast CT images in brain stereotactic radiosurgery

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Medical Physics

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Learning-based automatic segmentation on arteriovenous malformations from contract-enhanced CT images

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MRI-based attenuation correction for brain PET/MRI based on anatomic signature and machine learning

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Physics in Medicine and Biology

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MRI-based pseudo CT generation using classification and regression random forest

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MRI-based synthetic CT generation using deep convolutional neural network

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MRI-based synthetic CT generation using semantic random forest with iterative refinement

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Physics in Medicine and Biology

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MRI-based treatment planning for brain stereotactic radiosurgery: Dosimetric validation of a learning-based pseudo-CT generation method

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Medical Dosimetry

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MRI-based treatment planning for liver stereotactic body radiotherapy: Validation of a deep learning-based synthetic CT generation method

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MRI-based treatment planning for proton radiotherapy: Dosimetric validation of a deep learning-based liver synthetic CT generation method

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MRI-only based synthetic CT generation using dense cycle consistent generative adversarial networks

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Machine Learning Assisted MRI Characterization for Diagnosis of Neonatal Acute Bilirubin Encephalopathy

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Machine-learning based classification of glioblastoma using delta-radiomic features derived from dynamic susceptibility contrast enhanced magnetic resonance images

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Computation Methods for Biomedical Information Analysis

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Magnetic resonance imaging-based pseudo computed tomography using anatomic signature and joint dictionary learning

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Texture Analysis as Imaging Biomarker for recurrence in advanced cervical cancer treated with CCRT

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Scientific Reports

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Pseudo CT Estimation using Patch-based Joint Dictionary Learning

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Pseudo CT Estimation using Patch-based Joint Dictionary Learning

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A denoising algorithm for CT image using low-rank sparse coding

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Automated delineation of organs-at-risk in head and neck CT images using multi-output support vector regression

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Content-oriented sparse representation (COSR) for CT denoising with preservation of texture and edge

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Early evaluation of radiation-induced parotid damage in patients with nasopharyngeal carcinoma by T2 mapping and mDIXON Quant imaging: Initial findings

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Early evaluation of radiation-induced parotid damage with diffusion kurtosis imaging: a preliminary study

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High-resolution CT image retrieval using sparse convolutional neural network

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High-resolution, ultrasound-guided, high-dose-rate, surface brachytherapy for basal cell carcinoma of the skin: A case report

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Ultrasonic histogram assessment of early response to concurrent chemo-radiotherapy in patients with locally advanced cervical cancer: a feasibility study

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Clinical Imaging

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Improving image quality of cone-beam CT using alternating regression forest

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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MRI-based pseudo CT synthesis using anatomical signature and alternating random forest with iterative refinement model

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Assessment of histological differentiation in gastric cancers using whole-volume histogram analysis of apparent diffusion coefficient maps

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Ultrasound 2D strain measurement for arm lymphedema using deformable registration: A feasibility study

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Ultrasound 2D strain measurement for arm lymphedema using deformable registration: A feasibility study

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A patch-based CBCT scatter artifact correction using prior CT

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Apparent diffusion coefficient histogram analysis can evaluate radiation-induced parotid damage and predict late xerostomia degree in nasopharyngeal carcinoma

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Early changes of irradiated parotid glands evaluated by t1rho-weighted imaging: A pilot study

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Histogram analysis of apparent diffusion coefficient for monitoring early response in patients with advanced cervical cancers undergoing concurrent chemo-radiotherapy

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Acta Radiologica

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Image-based metal artifact reduction in x-ray computed tomography utilizing local anatomical similarity

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Improved prostate delineation in prostate HDR brachytherapy with TRUS-CT deformable registration technology: A pilot study with MRI validation

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Predicting and early monitoring treatment efficiency of cervical cancer under concurrent chemoradiotherapy by intravoxel incoherent motion magnetic resonance imaging

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Predictive and prognostic value of intravoxel incoherent motion (IVIM) MR imaging in patients with advanced cervical cancers undergoing concurrent chemo-radiotherapy

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Scientific Reports

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Pseudo CT estimation from MRI using patch-based random forest

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Strain elastography imaging for early detection and prediction of tumor response to concurrent chemo-radiotherapy in locally advanced cervical cancer: Feasibility study

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BMC Cancer

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Three-dimensional power Doppler ultrasound in the early assessment of response to concurrent chemo-radiotherapy for advanced cervical cancer

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Acta Radiologica

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Whole-lesion ADC histogram and texture analysis in predicting recurrence of cervical cancer treated with CCRT

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Oncotarget

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The impact of axillary lymph node surgery on breast skin thickening during and after radiation therapy for breast cancer

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International Journal of Radiation Oncology Biology Physics

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3D transrectal ultrasound (TRUS) prostate segmentation based on optimal feature learning framework

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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A MRI-CT prostate registration using sparse representation technique

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Apparent diffusion coefficient histogram shape analysis for monitoring early response in patients with advanced cervical cancers undergoing concurrent chemo-radiotherapy

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Radiation Oncology

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Early evaluation of irradiated parotid glands with intravoxel incoherent motion MR imaging: Correlation with dynamic contrast-enhanced MR imaging

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BMC Cancer

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Evaluating early response of cervical cancer under concurrent chemo-radiotherapy by intravoxel incoherent motion MR imaging

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BMC Cancer

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Neurovascular bundle–sparing radiotherapy for prostate cancer using MRI-CT registration: A dosimetric feasibility study

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Patch-based label fusion for automatic multi-atlas-based prostate segmentation in MR images

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Correlation between apparent diffusion coefficients and HER2 status in gastric cancers: Pilot study

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BMC Cancer

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A 3D neurovascular bundles segmentation method based on MR-TRUS deformable registration

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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A MR-TRUS registration method for ultrasound-guided prostate interventions

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Heart rate measurement based on face video sequence

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Preoperative apparent diffusion coefficient value of gastric cancer by diffusion-weighted imaging: Correlations with postoperative TNM staging

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Quantitative ultrasonic nakagami imaging of neck fibrosis after head and neck radiation therapy

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International Journal of Radiation Oncology Biology Physics

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Ultrasound 2D strain estimator based on image registration for ultrasound elastography

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3D ultrasound Nakagami imaging for radiation-induced vaginal fibrosis

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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A new CT prostate segmentation for CT-based HDR brachytherapy

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Apparent diffusion coefficient value of gastric cancer by diffusion-weighted imaging: Correlations with the histological differentiation and Lauren classification

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European Journal of Radiology

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Automated segmentation of the parotid gland based on atlas registration and machine learning: A longitudinal mri study in head-and-neck radiation therapy

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International Journal of Radiation Oncology Biology Physics

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Ultrasonic Nakagami-parameter characterization of parotid-gland injury following head-and-neck radiotherapy: A feasibility study of late toxicity

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Medical Physics

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Diagnostic Accuracy of ultrasonic histogram features to evaluate radiation toxicity of the parotid glands: A clinical study of xerostomia following head-and-neck cancer radiotherapy

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Academic Radiology

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Prostate CT segmentation method based on nonrigid registration in ultrasound-guided CT-based HDR prostate brachytherapy

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Medical Physics

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WE‐C‐WAB‐11: Improved the Accuracy of Prostate Delineation for Ultrasound‐Guided CT‐Based Treatment Planning in Prostate HDR Brachytherapy: A Pilot Study with MRI Validation

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Medical Physics

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Perceived stress to predict for acute radiation-induced skin toxicity: The mind-body connection

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A dual-modal magnetic nanoparticle probe for preoperative and intraoperative mapping of sentinel lymph nodes by magnetic resonance and near infrared fluorescence imaging

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Automated skin segmentation in ultrasonic evaluation of skin toxicity in breast cancer radiotherapy

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Ultrasound in Medicine and Biology

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Group Independent Component Analysis and Functional MRI Examination of Changes in Language Areas Associated with Brain Tumors at Different Locations

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PLoS ONE

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Influence of vascular comorbidities and race on erectile dysfunction after prostate cancer radiotherapy

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Journal of Sexual Medicine

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Multi-atlas-based segmentation of the parotid glands of MR images in patients following head-and-neck cancer radiotherapy

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Multiscale segmentation of the skull in MR images for MRI-based attenuation correction of combined MR/PET

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Noninvasive evaluation of vaginal fibrosis following radiotherapy for gynecologic malignancies: A feasibility study with ultrasound B-mode and Nakagami parameter imaging

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Medical Physics

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Respiratory-induced prostate motion using wavelet decomposition of the real-time electromagnetic tracking signal

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International Journal of Radiation Oncology Biology Physics

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TU‐A‐WAB‐04: A Prospective Longitudinal Study with Ultrasound Nakagami Imaging to Evaluate the Relationship Between Acute and Late Normal‐Tissue Toxicity in Breast‐Cancer Radiotherapy

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Medical Physics

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The non-gaussian nature of prostate motion based on real-time intrafraction tracking

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International Journal of Radiation Oncology Biology Physics

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WE‐C‐116‐04: Development of Automatic Segmentation Algorithm to Assess Parotid‐Gland Volume Changes Following Radiotherapy for Head‐And‐Neck Malignancies: A Longitudinal Study

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Medical Physics

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WE‐E‐134‐03: Ultrasonic Tissue Characterization of Parotid‐Gland Injury Following Head‐And‐Neck Radiotherapy Using Nakagami‐Parameter Imaging: A Feasibility Study

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Medical Physics

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Ultrasound Histogram Assessment of Parotid Gland Injury Following Head-and-Neck Radiotherapy: A Feasibility Study

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Ultrasound in Medicine and Biology

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3D prostate segmentation of ultrasound images combining longitudinal image registration and machine learning

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Cupping artifact correction and automated classification for high-resolution dedicated breast CT images

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MRPET quantification tools: Registration, segmentation, classification, and MR-based attenuation correction

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Medical Physics

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WE‐C‐BRA‐10: Ultrasound Nakagami Imaging for Noninvasive Evaluation of Vaginal Fibrosis Following Radiotherapy for Gynecologic Malignancies

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Medical Physics

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Nonrigid registration and classification of the kidneys in 3D dynamic contrast enhanced (DCE) MR images

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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TH‐C‐217BCD‐02: Ultrasound Texture Analysis of Radiation‐Induced Parotid‐Gland Injury in Post‐Radiotherapy Head‐And‐Neck Patients: Feasibility Study

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Medical Physics

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TH‐C‐217BCD‐05: Ultrasound Nakagami Imaging to Assess Breast Fibrosis Following Breast‐Cancer Radiotherapy

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Medical Physics

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Ultrasound GLCM texture analysis of radiation-induced parotid-gland injury in head-and-neck cancer radiotherapy: An in vivo study of late toxicity

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Medical Physics

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Automatic tissue classification for high-resolution breast CT images based on bilateral filtering

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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Pulmonary Enhancement Imaging with Dual Energy CT for the Detection of Pulmonary Embolism in a Rabbit Model. Comparison to Perfusion Planar Scintigraphy, SPECT and SPECT-CT Modalities

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Academic Radiology

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A wavelet multiscale denoising algorithm for magnetic resonance (MR) images

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Measurement Science and Technology

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Automatic 3D segmentation of ultrasound images using atlas registration and statistical texture prior

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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3D non-rigid registration using surface and local salient features for transrectal ultrasound image-guided prostate biopsy

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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3D segmentation of prostate ultrasound images using wavelet transform

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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A MR brain classification method based on multiscale and multiblock fuzzy C-means

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5th International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2011

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A PET/CT directed, 3D ultrasound-guided biopsy system for prostate cancer

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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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A multiscale and multiblock fuzzy C-means classification method for brain MR images

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Medical Physics

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A skull segmentation method for brain MR images based on multiscale bilateral filtering scheme

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Progress in Biomedical Optics and Imaging - Proceedings of SPIE

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An MRI-based attenuation correction method for combined PET/MRI applications

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