Sir Michael Brady

Medicine · Health Sciences

13h-index1.7kcitations68works0.02yr avg
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Research Topics

Medical Imaging Techniques and Applications(25), Medical Image Segmentation Techniques(19), Digital Radiography and Breast Imaging(18), AI in cancer detection(16), Radiomics and Machine Learning in Medical Imaging(11)

Publications68 total

Automatic Couinaud segmentation using AI and pictorial representation landmarking
Abdominal Radiology·2025Open Access
A Deep-Learning Lesion Segmentation Model that Addresses Class Imbalance and Expected Low Probability Tissue Abnormalities in Pre and Postoperative Liver MRI
Lecture notes in computer science·2022· 2 cited
The current status of risk-stratified breast screening
British Journal of Cancer·2021· 121 citedOpen Access
Pancreas Volumetry in UK Biobank: Comparison of Models and Inference at Scale
Lecture notes in computer science·2021· 5 cited
Quantitative magnetic resonance imaging predicts individual future liver performance after liver reception for cancer
Journal of Hepatology·2020Open Access
Comparison of Multi-atlas Segmentation and U-Net Approaches for Automated 3D Liver Delineation in MRI
Communications in computer and information science·2020· 14 cited
Segmenting Hepatocellular Carcinoma in Multi-phase CT
Communications in computer and information science·2020
Segmentation of the Biliary Tree from MRCP Images via the Monogenic Signal
Communications in computer and information science·2020· 6 cited
Image-Based Artefact Removal in Laser Scanning Microscopy
IEEE Transactions on Biomedical Engineering·2019· 2 citedOpen Access
Evolving diagnostic pathways in liver disease: using quantitative magnetic resonance imaging to distinguish parenchymal and biliary disease
Journal of Hepatology·2018
Voxel-Wise Analysis of Paediatric Liver MRI
Communications in computer and information science·2018· 1 cited
Novel Quantitative Magnetic Resonance Imaging Features with Liver Function Tests to Distinguish Parenchymal and Biliary Disease
Communications in computer and information science·2018· 1 cited
Automated Detection of Cystic Lesions in Quantitative T1 Liver Images
Communications in computer and information science·2018· 1 cited
Segmentation of Vasculature From Fluorescently Labeled Endothelial Cells in Multi-Photon Microscopy Images
IEEE Transactions on Medical Imaging·2017· 25 citedOpen Access
Mass Transportation for Deformable Image Registration with Application to Lung CT
Lecture notes in computer science·2017· 1 cited
Pieces-of-parts for supervoxel segmentation with global context: Application to DCE-MRI tumour delineation
Medical Image Analysis·2016· 28 citedOpen Access
Shape localization, quantification and correspondence using Region Matching Algorithm
Journal of Biomedical Graphics and Computing·2015· 1 citedOpen Access
Deformable image registration by combining uncertainty estimates from supervoxel belief propagation
Medical Image Analysis·2015· 73 cited
Assessment of Breast Density
2015
Preclinical Assessment of a New Magnetic Resonance-based Technique for Determining Bone Quality by Characterization of Trabecular Microarchitecture
Calcified Tissue International·2014· 1 cited
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Frequent Co-authors

Julia A. Schnabel(18), Christopher Tromans(10), Bartłomiej W. Papież(8), Mattias P. Heinrich‬(7), Mark Jenkinson(7), Fergus Gleeson(4), Dominique Van De Sompel(4), Faraz Janan(4), Ralph Highnam(3), Benjamin Irving(3), John McGonigle(3), Candy P. S. Ho(3), Manav Bhushan(2), Nico Karssemeijer(2), Jamie Franklin(2), Ewan M. Anderson(2), Boštjan Markelc(2), Graham Brown(2), Ruth J. Muschel(2), James Owler(2)