Michelle C. Williams

16 papers B 1Journal 7Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
ViTAL-CT: Vision Transformers for High-Risk Plaque Classification in Coronary CTA.
MICCAI (6)
Anjie Le, Jin Zheng, Tan Gong, Quanlin Sun, Jonathan R. Weir-McCall, Declan P. O'Regan, Michelle C. Williams, David E. Newby, James H. F. Rudd, Yuan Huang
2024 — conf
Adaptive Bi-ventricle Surface Reconstruction from Cardiovascular Imaging.
ShapeMI@MICCAI
Yu Deng, Yiyang Xu, Linglong Qian, Anastasia Nasopoulou, Steven Williams, Michelle C. Williams, Steven A. Niederer, Kuberan Pushparajah, Alistair A. Young
2024 — conf
Improved 3D Whole Heart Geometry from Sparse CMR Slices.
CMRxRecon/MBAS/STACOM@MICCAI
Yiyang Xu, Hao Xu, Matthew Sinclair, Esther Puyol-Antón, Steven A. Niederer, Amedeo Chiribiri, Steven E. Williams, Michelle C. Williams, Alistair A. Young
2024 J jnl
Improved 3D Whole Heart Geometry from Sparse CMR Slices.
CoRR
Yiyang Xu, Hao Xu, Matthew Sinclair, Esther Puyol-Antón, Steven A. Niederer, Amedeo Chiribiri, Steven E. Williams, Michelle C. Williams, Alistair A. Young
2024 J jnl
MorphiNet: A Graph Subdivision Network for Adaptive Bi-ventricle Surface Reconstruction.
CoRR
Yu Deng, Yiyang Xu, Linglong Qian, Charlène Alice Mauger, Anastasia Nasopoulou, Steven Williams, Michelle C. Williams, Steven A. Niederer, David E. Newby, Andrew D. McCulloch, Jeffrey H. Omens, Kuberan Pushparajah, Alistair A. Young
2023 B conf
Direct head-to-head comparison of convolutional long short-term memory and transformer networks for artificial Intelligence-based quantification of atherosclerotic plaque and stenosis from coronary CT angiography.
Image Processing
Nipun Manral, Andrew Lin, Caroline Park, Priscilla McElhinney, Aditya Killekar, Hidenari Matsumoto, Jacek Kwiecinski, Konrad Pieszko, Aryabod Razipour, Kajetan Grodecki, Mhairi Doris, Alan C. Kwan, Donghee Han, Keiichiro Kuronuma, Guadalupe Flores Tomasino, Evangelos Tzolos, Aakash D. Shanbhag, Markus Goeller, Mohamed Marwan, Sebastien Cadet, Stephen Achenbach, Stephen J. Nicholls, Dennis T. Wong, Daniel S. Berman, Marc R. Dweck, David E. Newby, Michelle C. Williams, Piotr J. Slomka, Damini Dey
2023 J jnl
Exploring Multimodal Large Language Models for Radiology Report Error-checking.
CoRR
Jinge Wu, Yunsoo Kim, Eva C. Keller, Jamie Chow, Adam P. Levine, Nikolas Pontikos, Zina M. Ibrahim, Paul Taylor, Michelle C. Williams, Honghan Wu
2023 — conf
ModusGraph: Automated 3D and 4D Mesh Model Reconstruction from Cine CMR with Improved Accuracy and Efficiency.
MICCAI (7)
Yu Deng, Hao Xu, Sashya Rodrigo, Steven E. Williams, Michelle C. Williams, Steven A. Niederer, Kuberan Pushparajah, Alistair A. Young
2023 — conf
Neural Implicit Functions for 3D Shape Reconstruction from Standard Cardiovascular Magnetic Resonance Views.
STACOM@MICCAI
Marica Muffoletto, Hao Xu, Yiyang Xu, Steven E. Williams, Michelle C. Williams, Karl P. Kunze, Radhouène Neji, Steven A. Niederer, Daniel Rueckert, Alistair A. Young
2023 — conf
Whole Heart 3D Shape Reconstruction from Sparse Views: Leveraging Cardiac Computed Tomography for Cardiovascular Magnetic Resonance.
FIMH
Hao Xu, Marica Muffoletto, Steven A. Niederer, Steven E. Williams, Michelle C. Williams, Alistair A. Young
2022 J jnl
Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces.
CoRR
Simon Dahan, Hao Xu, Logan Z. J. Williams, Abdulah Fawaz, Chunhui Yang, Timothy S. Coalson, Michelle C. Williams, David E. Newby, A. David Edwards, Matthew F. Glasser, Alistair A. Young, Daniel Rueckert, Emma C. Robinson
2021 — conf
Whole Heart Anatomical Refinement from CCTA Using Extrapolation and Parcellation.
FIMH
Hao Xu, Steven A. Niederer, Steven E. Williams, David E. Newby, Michelle C. Williams, Alistair A. Young
2019 J jnl
Disentangled representation learning in cardiac image analysis.
Medical Image Anal.
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
2019 J jnl
Factorised Representation Learning in Cardiac Image Analysis.
CoRR
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
2018 — conf
Factorised Spatial Representation Learning: Application in Semi-supervised Myocardial Segmentation.
MICCAI (2)
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
2018 J jnl
Factorised spatial representation learning: application in semi-supervised myocardial segmentation.
CoRR
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris