László Papp

, , ,.

About

Software R&D specialist with a 20+ years background of medical imaging, image processing, machine learning, advanced visualization and application development. Passionate about developing state-of-the-art software solutions in the field of medical research. Highly-active in both classic and quantum computing research combined with medical data analysis.

Work

Medical University of Vienna

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Postdoctoral researcher

, , Austria

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Summary

Dedicaid Ltd (Acquired by Telix Pharmaceuticals in 04.2023)

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Co-founder / CTO / AI-visionary

, , Austria

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Summary

Medical University of Vienna

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PhD Student

, , Austria

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Summary

Medizinische Universität Wien

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Lead - Machine learning | Artificial intelligence Unit

, , Austria

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Summary

Mediso Ltd

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Manager of Evaluation Software R&D

, , Hungary

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Summary

Universitätsklinikum Schleswig-Holstein Campus Kiel

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Research Software Engineer

, , Germany

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Summary

Mediso Ltd

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Software Developer

, , Hungary

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Summary

Karl-Franzens-Universität Graz

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Scientific Software Developer

, , Austria

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Summary

Education

Medizinische Universität Wien

, , Austria
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Phd

University of Szeged

, , Hungary
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M.Sc.

Publications

Multimodal Optical Imaging Combined with Radiomic Analysis for Fibrotic Cardiac Tissue Investigation

Analytical Chemistry

journal-article

Mastering Distance-Encoding Biomorphic Neural Networks – The DEBI-NN Handbook

book

Clinician-driven automated data preprocessing in nuclear medicine AI environments

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Incremental Role of Radiomics and Artificial Intelligence

Advanced Imaging and Therapy in Neuro-Oncology

book-chapter

Multicenter PET image harmonization using generative adversarial networks

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Machine learning predictive performance evaluation of conventional and fuzzy radiomics in clinical cancer imaging cohorts

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Perspectives of the European Association of Nuclear Medicine on the role of artificial intelligence (AI) in molecular brain imaging

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Error mitigation enables PET radiomic cancer characterization on quantum computers

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Error mitigation enables PET radiomic cancer characterization on quantum computers

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Machine learning predictive performance evaluation of conventional and fuzzy radiomics in clinical cancer imaging cohorts

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

DEBI-NN: Distance-encoding biomorphic-informational neural networks for minimizing the number of trainable parameters

Neural Networks

journal-article

Analysis of Cross-Combinations of Feature Selection and Machine-Learning Classification Methods Based on [18F]F-FDG PET/CT Radiomic Features for Metabolic Response Prediction of Metastatic Breast Cancer Lesions

Cancers

journal-article

Two-Year Event-Free Survival Prediction in DLBCL Patients Based on In Vivo Radiomics and Clinical Parameters

Frontiers in Oncology

journal-article

Two-Year Event-Free Survival Prediction in DLBCL Patients Based on In Vivo Radiomics and Clinical Parameters

Frontiers in Oncology

journal-article

Evaluation of different positron range correction implementations in iterative image reconstruction for I-124 PET imaging

60. Jahrestagung der Deutschen Gesellschaft für Nuklearmedizin

conference-paper

Implementation of a Spatially-Variant and Tissue-Dependent Positron Range Correction for PET/CT Imaging

Frontiers in Physiology

journal-article

Implementation of a Spatially-Variant and Tissue-Dependent Positron Range Correction for PET/CT Imaging

Frontiers in Physiology

journal-article

Error mitigation for quantum kernel based machine learning methods on IonQ and IBM quantum computers

Quantum

preprint

Error mitigation for quantum kernel based machine learning methods on IonQ and IBM quantum computers

arXiv

other

A prospective pilot analysis of correlation of F-18 FDG PET/CT radiomics with tumor mutations from cell free DNA in lung cancer patients

60. Jahrestagung der Deutschen Gesellschaft für Nuklearmedizin

conference-paper

Machine Learning Predictive Performance Evaluation of Conventional and Fuzzy Radiomics in Clinical Cancer Imaging Cohorts

Research Square

other

DEBI-NN: Distance-Encoding Biomorphic-Informational Neural Networks for Minimizing the Number of Trainable Parameters

preprint

DEBI-NN: Distance-Encoding Biomorphic-Informational Neural Networks for Minimizing the Number of Trainable Parameters

preprint

Automated data preparation for in vivo tumor characterization with machine learning

Frontiers in Oncology

journal-article

Automated data preparation for in vivo tumor characterization with machine learning

Frontiers in Oncology

journal-article

Multi-lesion radiomics of PET/CT for non-invasive survival stratification and histologic tumor risk profiling in patients with lung adenocarcinoma

European Radiology

journal-article

Multi-lesion radiomics of PET/CT for non-invasive survival stratification and histologic tumor risk profiling in patients with lung adenocarcinoma

European Radiology

journal-article

Multi-lesion radiomics of PET/CT for non-invasive survival stratification and histologic tumor risk profiling in patients with lung adenocarcinoma

European Radiology

journal-article

Analysis of Cross-Combinations of Feature Selection and Machine-Learning Classification Methods Based on [18F]F-FDG PET/CT Radiomic Features for Metabolic Response Prediction of Metastatic Breast Cancer Lesions

Cancers

journal-article

Analysis of Cross-Combinations of Feature Selection and Machine-Learning Classification Methods Based on [18F]F-FDG PET/CT Radiomic Features for Metabolic Response Prediction of Metastatic Breast Cancer Lesions

Cancers

journal-article

Clinical data classification with noisy intermediate scale quantum computers

Scientific Reports

journal-article

Clinical data classification with noisy intermediate scale quantum computers

Scientific Reports

journal-article

Clinical Data ClassiFIcation with Noisy Intermediate Scale Quantum Computers

Research Square

other

A Sneak-Peek into the Physician’s Brain: A Retrospective Machine Learning-Driven Investigation of Decision-Making in TAVR versus SAVR for Young High-Risk Patients with Severe Symptomatic Aortic Stenosis

Journal of Personalized Medicine

journal-article

A Sneak-Peek into the Physician’s Brain: A Retrospective Machine Learning-Driven Investigation of Decision-Making in TAVR versus SAVR for Young High-Risk Patients with Severe Symptomatic Aortic Stenosis

Journal of Personalized Medicine

journal-article

Clinical Data Classification With Noisy Intermediate Scale Quantum Computers

Nature Scientific Reports / Research Square

preprint

A sneak-peek into the physician’s brain: A retrospective machine learning-driven investigation of decision-making in tavr versus savr for young high-risk patients with severe symptomatic aortic stenosis

Journal of Personalized Medicine

journal-article

PET/CT radiomics and machine learning enable non-invasive survival stratification and histologic tumor risk profiling in patients with lung adenocarcinoma

preprint

PET/CT radiomics and machine learning enable non-invasive survival stratification and histologic tumor risk profiling in patients with lung adenocarcinoma

Research Square

other

Toward Quantitative in vivo Label-Free Tracking of Lipid Distribution in a Zebrafish Cancer Model

Frontiers in Cell and Developmental Biology

journal-article

Toward Quantitative in vivo Label-Free Tracking of Lipid Distribution in a Zebrafish Cancer Model

Frontiers in Cell and Developmental Biology

journal-article

Morpho-Molecular Metabolic Analysis and Classification of Human Pituitary Gland and Adenoma Biopsies Based on Multimodal Optical Imaging

Cancers

journal-article

Morpho-Molecular Metabolic Analysis and Classification of Human Pituitary Gland and Adenoma Biopsies Based on Multimodal Optical Imaging

Cancers

journal-article

Morpho-molecular metabolic analysis and classification of human pituitary gland and adenoma biopsies based on multimodal optical imaging

Cancers

journal-article

Breast Tumor Characterization Using [18F]FDG-PET/CT Imaging Combined with Data Preprocessing and Radiomics

Cancers

journal-article

Breast tumor characterization using [18F]FDG-PET/CT imaging combined with data preprocessing and radiomics

Cancers

journal-article

Supervised machine learning enables non-invasive lesion characterization in primary prostate cancer with [68Ga]Ga-PSMA-11 PET/MRI

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Understanding gender pattern differences in 11C-Methionine PET Glioma patients with radiomics analysis

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Evaluation of quantum-encoding for machine learning features in neural network-based predictive models

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Identification of aggressive breast cancer lesions with [18F]-FDG-PET/CT in combination with machine learning and data pre-processing

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

In-vivo D'Amico score for predicting low-vs-high risk and biochemical recurrence in prostate patients from PET/MRI with machine learning

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

In-vivo survival prediction of glioma patients from [11C]MET-PET using advanced data pre-processing and machine learning

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Influence of delineation modality on overall accuracy of machine learning predictive model on colorectal carcinoma

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Preliminary results and challenges of supervised machine learning driven progress free survival prediction in pancreatic neuroendocrine tumors using [68Ga]Ga-DOTA-NOC PET/CT

Journal of Nuclear Medicine

journal-article

The effect of data preparation of small datasets to predict biochemical recurrence in prostate patients from PET/MR imaging

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

The role of 18F-FDG PET/CT in the prediction of Hodgkin lymphoma therapy assessment as well as Deauville score

Journal of Nuclear Medicine

journal-article

Supervised machine learning enables non-invasive lesion characterization in primary prostate cancer with [68Ga]Ga-PSMA-11 PET/MRI.

European journal of nuclear medicine and molecular imaging

journal-article

Robustness of radiomic features in supervised machine learning prediction models of survival using varying segmentation methods in [18F]FDG PET/CT in patients with pancreatic and esophageal cancer

Journal of Nuclear Medicine

journal-article

Assessment of the kidney function parameters split function, mean transit time, and outflow efficiency using dynamic FDG-PET/MRI in healthy subjects

European Journal of Hybrid Imaging

journal-article

Assessment of the kidney function parameters split function, mean transit time, and outflow efficiency using dynamic FDG-PET/MRI in healthy subjects

European Journal of Hybrid Imaging

journal-article

Pre-therapy Somatostatin Receptor-Based Heterogeneity Predicts Overall Survival in Pancreatic Neuroendocrine Tumor Patients Undergoing Peptide Receptor Radionuclide Therapy

Molecular Imaging and Biology

journal-article

Optimized feature extraction for radiomics analysis of 18F-FDG PET imaging

Journal of Nuclear Medicine

journal-article

Assessing the kidney function parameters glomerular filtration rate and effective renal plasma flow with dynamic FDG-PET/MRI in healthy subjects.

EJNMMI research

journal-article

Glioma Survival Prediction with Combined Analysis of In Vivo 11C-MET PET Features, Ex Vivo Features, and Patient Features by Supervised Machine Learning.

Journal of nuclear medicine : official publication, Society of Nuclear Medicine

journal-article

Glioma survival prediction with combined analysis of in vivo 11 C-MET PET features, ex vivo features, and patient features by supervised machine learning

Journal of Nuclear Medicine

journal-article

Assessing the kidney function parameters glomerular filtration rate and effective renal plasma flow with dynamic FDG-PET/MRI in healthy subjects

EJNMMI Research

journal-article

21-month survival prediction using ensemble machine learning based on [18F]FDG PET/CT derived textural and clinical features in patients with treatment naive pancreas tumors

Journal of Nuclear Medicine

journal-article

Exploratory analysis of using supervised machine learning in [18F] FDG PET/CT images to predict for recurrence and suvival in cervical cancer

Journal of Nuclear Medicine

journal-article

Hybrid Imaging: Instrumentation and Data Processing

Frontiers in Physics

journal-article

Hybrid Imaging: Instrumentation and Data Processing (vol 6, 47, 2018)

Frontiers in Physics

journal-article

Corrigendum: Hybrid imaging: Instrumentation and data processing [Front. Phys. 6, (2018) (47)] doi: 10.3389/fphy.2018.00047

Frontiers in Physics

journal-article

Optimized feature extraction for radiomics analysis of 18F-FDG-PET imaging

Journal of Nuclear Medicine

journal-article

Personalizing Medicine Through Hybrid Imaging and Medical Big Data Analysis

Frontiers in Physics

journal-article

Personalizing Medicine Through Hybrid Imaging and Medical Big Data Analysis

Frontiers in Physics

journal-article

Personalizing medicine through hybrid imaging and medical big data analysis

Frontiers in Physics

journal-article

Pre-therapy Somatostatin Receptor-Based Heterogeneity Predicts Overall Survival in Pancreatic Neuroendocrine Tumor Patients Undergoing Peptide Receptor Radionuclide Therapy (vol 20, pg 1, 2018)

Molecular Imaging and Biology

journal-article

Correction to: Pre-therapy Somatostatin Receptor-Based Heterogeneity Predicts Overall Survival in Pancreatic Neuroendocrine Tumor Patients Undergoing Peptide Receptor Radionuclide Therapy (Molecular Imaging and Biology, (2018), 10.1007/s11307-018-1252-5)

Molecular Imaging and Biology

journal-article

Survival prediction in patients undergoing radionuclide therapy based on intratumoral somatostatin-receptor heterogeneity.

Oncotarget

journal-article

Survival prediction in patients undergoing radionuclide therapy based on intratumoral somatostatin-receptor heterogeneity

Oncotarget

journal-article

177Lu-PSMA Therapy Response Prediction in Metastatic Prostate Cancer Patients by Textural Heterogeneity Parameters in Baseline 68Ga-PSMA PET Scans

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Prediction of Blood Brain Barrier Penetration of newly developed radiotracer using machine-learning software

Journal of Labelled Compounds

journal-article

Somatostatin-Receptor Based Tumor Heterogeneity Predicts Survival in Pancreatic Neuroendocrine Tumor Patients Envisaged for Endoradiotherapy

Journal of Nuclear Medicine

journal-article

A study on the value of computer-assisted assessment for SPECT/CT-scans in sentinel lymph node diagnostics of penile cancer as well as clinical reliability and morbidity of this procedure.

Cancer imaging : the official publication of the International Cancer Imaging Society

journal-article

A study on the value of computer-assisted assessment for SPECT/CT-scans in sentinel lymph node diagnostics of penile cancer as well as clinical reliability and morbidity of this procedure

Cancer Imaging

journal-article

Assessment of tumor heterogeneity in treatment-naïve adrenocortical cancer patients using (18)F-FDG positron emission tomography.

Endocrine

journal-article

Validation of an automated morphological MRI-based (123)I-FP-CIT SPECT evaluation method.

Parkinsonism & related disorders

journal-article

Correlation of Tumor Heterogeneity Assessed in 68Ga-HBED-CC-PET (PSMA-Ligand) with Clinical Response After 223Ra-Dichloride-Therapy in Patients with Bone Metastases of Prostate Carcinoma

Journal of Nuclear Medicine

journal-article

Pre - (177Lu-PSMA) Therapy Response Prediction by Textural Heterogeneity Parameters in 68Ga-PSMA PET Scans among Patients with Metastatic Prostate Cancer

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Tumour heterogeneity for differentiation between tumour and normal liver tissue in FDG-PET imaging

Journal of Nuclear Medicine

journal-article

Tumour heterogeneity for differentiation between tumour and normal liver tissue in FDG-PET imaging

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Tumour heterogeneity for differentiation between tumour and normal liver tissue in FDG-PET imaging

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Prognostic value of positron emission tomography-assessed tumor heterogeneity in patients with thyroid cancer undergoing treatment with radiopeptide therapy.

Nuclear medicine and biology

journal-article

Differentiation of Pseudoprogress and Actual Progress in Glioblastoma Multiforme by Textural Inhomogeneity Parameters in [18F] -Fluoroethyltyrosine PET

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Importance of different modalities (SPECT/CT, MRI) in the quantitative assessment of DaTscan findings

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Nerve Sheath Tumors in Neurofibromatosis Type 1: Assessment of Whole-Body Metabolic Tumor Burden Using F-18-FDG PET/CT.

PloS one

journal-article

Textural features in pre-treatment [F18]-FDG-PET/CT are correlated with risk of local recurrence and disease-specific survival in early stage NSCLC patients receiving primary stereotactic radiation therapy.

Radiation oncology (London, England)

journal-article

Automated body-lung-air material map segmentation from pre-clinical MRI images for PET attenuation correction in Tera-Tomo 3D PET reconstruction engine of nanoScan PET/MRI system.

EJNMMI physics

journal-article

Textural Parameters of Tumor Heterogeneity in ¹⁸F-FDG PET/CT for Therapy Response Assessment and Prognosis in Patients with Locally Advanced Rectal Cancer.

Journal of nuclear medicine : official publication, Society of Nuclear Medicine

journal-article

Characterisation of FDG avid solid pulmonary lesions based on tumor heterogeneity

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

FDG-PET for assessment of response to multi-tyrosine kinase inhibitors in patients with iodine-negative thyroid cancer

Journal of Nuclear Medicine

journal-article

Tumor heterogeneity in somatostatine-receptor PET/CT can predict response to radiopeptide therapy

Journal of Nuclear Medicine

journal-article

Intraindividual comparison of 123I-mIBG SPECT/MRI, 123I-mIBG SPECT/CT, and MRI for the detection of adrenal pheochromocytoma in patients with elevated urine or plasma catecholamines.

Clinical nuclear medicine

journal-article

Evaluation of Tumor Heterogeneity: Textural Features and SUV Discriminate Different Biological Phenotypes in Squamous Cell Carcinoma of the Head and Neck

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

The Effect of Lymphoma Chemotherapy on Standard Uptake Value of Liver, in Positron Emission Tomography Imaging

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Tumor Heterogeneity for Assessment of Response to Tyrosine Kinase Inhibitors in Patients with Thyroid Cancer

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Evaluation of standard uptake value (SUV) 2.5 as a threshold for detection of malignant pulmonary lesions on FDG PET-CT examinations using PET and CT segmentation

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

New workflows and algorithms of bone scintigraphy based on SPECT-CT.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference

journal-article

Novel semi-automatic algorithm for evaluation of total tumor volume and total lesion glycolysis in patients with neuroendocrine tumors

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Automated material map generation from MRI scout pairs for preclinical PET attenuation correction.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference

journal-article

PET-CT based automated lung nodule detection.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference

journal-article

Clinical usefulness of alternative whole body SPECT/CT workflows for bone scans

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Whole body SPECT generation with projection series stitching

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Fully automated lymph-node detection and classification in breast- and prostate-cancer patients using SPECT/CT-studies

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Correlation of inflammation assessed by 18F-FDG PET, active mineral deposition assessed by 18F-fluoride PET, and vascular calcification in atherosclerotic plaque: a dual-tracer PET/CT study.

Journal of nuclear medicine : official publication, Society of Nuclear Medicine

journal-article

An extended registration framework for the triple registration of IBZM SPECT, DATSCAN SPECT and MRI brain images to support the evaluation of brain dopamine receptor scintigraphies.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference

journal-article

Automated lymph node detection and classification on breast and prostate cancer SPECT-CT images.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference

journal-article

Automated patient couch removal algorithm on CT images.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference

journal-article

Hextuple registration of interim and follow-up PET-CT images for the accurate tracking of patient recovery after therapy.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference

journal-article

Automatic detection and characterization of funnel chest based on spiral CT.

Journal of X-ray science and technology

journal-article

Follow up of massive structural allografts with three phase bone scintigraphy and SPECT

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Fully automated sentinel-lymph-node detection software for breast- and prostate-cancer patients using SPECT/CT-studies

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Automated quadruple fusion of primary and interim PET/CT study pairs in lymphoma patients

European Journal of Nuclear Medicine and Molecular Imaging

journal-article

Analysis of tumor uptake of Iod-123-Methyltyrosine in fused PET-MRI in a mouse xenotransplantation model of pancreatic cancer

Journal of Nuclear Medicine

journal-article

Automatic Detection and Characterization of Funnel Chest Based on Spiral CT

INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, VOLS 1-11

journal-article

Automatic detection and characterization of funnel chest based on spiral CT

3rd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2009

conference-paper

Automatic Detection and Characterization of Funnel Chest Based on Spiral CT

INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, VOLS 1-11

journal-article

Extended Normalized Mutual Information for Lung SPECT - CT Registration

INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, VOLS 1-11

journal-article

Parallel registration of multi-modal medical image triples having unknown inter-image geometry.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference

journal-article

C-H bond activation of coordinated pyridine: ortho-pyridyl-ditechnetiumhydridocarbonyl metal cyclus. Crystal structure and dynamic behavior in solution.

Inorganic chemistry

journal-article

Simplified fast and high yielding automated synthesis of [18F]fluoroethylcholine for prostate cancer imaging.

Bioorganic & medicinal chemistry

journal-article