Ashley Gillman

About

Ashley Gillman is a CSIRO Early Research Career Fellow with the Medical Image Analysis Team of AEHRC, based in Townsville and with strong ties to Brisbane. His research areas are in multimodal image analysis and reconstruction (esp. PET/MR), spatiotemporal (dynamic) medical imaging, physically-constrained learning, and medical imaging protocol design. He is currently investigating MR-guided PET reconstruction and Partial Volume Correction applied to Epilepsy; MRI-based motion correction and prediction applied in PET imaging and radiotherapy; and multimodal spatiotemporal atlas techniques for application in preterm neonatal MRI imaging.

Work

CSIRO
|

Postdoctoral Research Fellow

Australia

→

CSIRO
|

Experimental Scientist

Australia

→

Education

University of Queensland
Australia

→

Doctor of Philosophy

James Cook University
Australia

→

Bachelor of Engineering (hons, Elecrical and Electronic) - Bachelor of IT

Publications

PyBIDS: Python tools for BIDS datasets

Published by

Zenodo

Summary

software

SIRF Synergistic Image Reconstruction Framework

Published by

Zenodo

Summary

other

Automated COVID-19 diagnosis and prognosis with medical imaging and who is publishing: a systematic review

Published by

Physical and Engineering Sciences in Medicine

Summary

journal-article

A novel semiautomated method for background activity and biological tumour volume definition to improve standardisation of 18F-FET PET imaging in glioblastoma

Summary

journal-article

Automated COVID-19 Diagnosis and Prognosis with Medical Imaging and Who is Publishing: A Systematic Review

Summary

journal-article

Theranostic SPECT reconstruction for improved resolution: application to radionuclide therapy dosimetry

Published by

EJNMMI Physics

Summary

journal-article

Motion estimation and correction for simultaneous PET/MR using SIRF and CIL

Published by

Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences

Summary

journal-article

Positron emission tomography and magnetic resonance imaging in experimental human malaria to identify organ-specific changes in morphology and glucose metabolism: A prospective cohort study

Published by

PLOS Medicine

Summary

journal-article

Status update on the Synergistic Image Reconstruction Framework: version 3.0

Summary

conference-paper

PCA regression for continuous estimation of head pose in PET/MR

Summary

conference-paper

Flexible numerical simulation framework for dynamic PET-MR data

Published by

Physics in Medicine & Biology

Summary

journal-article

nipy/nipype: 1.5.0

Published by

Zenodo

Summary

other

SIRF: Synergistic Image Reconstruction Framework

Published by

Computer Physics Communications

Summary

journal-article

SIRF: Synergistic Image Reconstruction Framework

Summary

journal-article

Motion correction of PET for improved image quality

Summary

dissertation-thesis

CCPPETMR SIRF

Published by

Zenodo

Summary

other

PyBIDS: Python tools for BIDS datasets

Published by

Zenodo

Summary

other

PyBIDS: Python tools for BIDS datasets

Published by

Zenodo

Summary

other

PyBIDS: Python tools for BIDS datasets

Published by

Zenodo

Summary

other

PyBIDS: Python tools for BIDS datasets

Published by

Zenodo

Summary

other

PyBIDS: Python tools for BIDS datasets

Published by

Zenodo

Summary

other

PyBIDS: Python tools for BIDS datasets

Published by

Zenodo

Summary

other

CCPPETMR SIRF

Published by

Zenodo

Summary

other

PyBIDS: Python tools for BIDS datasets

Published by

Zenodo

Summary

other

CCPPETMR SIRF

Published by

Zenodo

Summary

other

CCPPETMR SIRF

Published by

Zenodo

Summary

other

PCA regression for continuous estimation of head pose in PET/MR

Published by

2019 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)

Summary

conference-paper

UCL/petmr-rd-tools: v1.1.0

Published by

Zenodo

Summary

other

Ucl/Petmr-Rd-Tools: V1.1.0

Published by

Zenodo

Summary

other

Ucl/Petmr-Rd-Tools: V1.1.0

Published by

Zenodo

Summary

other

MRI Denoising and Artefact Removal Using Self-Organizing Maps for Fast Global Block-Matching

Published by

Patch-Based Techniques in Medical Imaging

Summary

other

MRI denoising and artefact removal using self-organizing maps for fast global block-matching

Published by

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

Summary

book

MRI Denoising and Artefact Removal using Self-Organizing Maps for Fast Global Block-Matching

Summary

conference-paper

MRI Denoising and Artefact Removal using Self-Organizing Maps for Fast Global Block-Matching

Summary

conference-paper

PET motion correction in context of integrated PET/MR: Current techniques, limitations, and future projections

Published by

Medical Physics

Summary

journal-article

A review of practical techniques for motion correction in PET

Summary

journal-article

PET motion correction in context of integrated PET/MR: Current techniques, limitations, and future projections: Current

Published by

Medical Physics

Summary

journal-article