Michelle Williams

基本信息

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职业迁徙

个人简介

My British Heart Foundation funded research centres around multi-modality imaging of the heart, lungs and blood vessels. I use state-of-the-art machine learning techniques to discover new information in medical imaging.

My research involves computed tomography (CT), magnetic resonance imaging (MRI) and positron emission tomography (PET) imaging of various cardiovascular diseases, and in particular coronary artery disease.

I am a member of the steering committee of the SCOT-HEART and SCOT-HEART2 trials, which investigate the use of computed tomography coronary angiography to identify coronary artery disease.

研究兴趣

论文共 380 篇作者统计合作学者相似作者

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Quantitative Coronary Artery Plaque Distributions on Computed Tomography Angiography

Michelle C. Williams

JACC Cardiovascular imagingno. 2 (2024): 176-178

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Noninvasive Atherosclerotic Phenotyping: The Next Frontier into Understanding the Pathobiology of Coronary Artery Disease

Rafal Wolny,Jolien Geers,Kajetan Grodecki,Jacek Kwiecinski,Michelle C. Williams,Piotr J. Slomka,Selma Hasific,Andrew K. Lin,Damini Dey

Current Atherosclerosis Reportsno. 7 (2024): 1-11

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P03 Clinical Implications of Incidental Aortic or Mitral Valve Calcification on a CT Scan

Anushka Kulkarni, Kong Qiu Ginj, Soo See Yin,Marc R Dweck,David E Newby,Michelle C Williams

P03 Clinical implications of incidental aortic or mitral valve calcification on a CT scan (2024)

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Neural Implicit Functions for 3D Shape Reconstruction from Standard Cardiovascular Magnetic Resonance Views

Marica Muffoletto, Hao Xu, Yiyang Xu,Steven E. Williams,Michelle C. Williams,Karl P. Kunze,Radhouene Neji,Steven A. Niederer,Daniel Rueckert,Alistair A. Young

Statistical Atlases and Computational Models of the Heart Regular and CMRxRecon Challenge Papers Lecture Notes in Computer Sciencepp.130-139, (2024)

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Artificial Intelligence and Machine Learning for Cardiovascular Computed Tomography (CCT): A White Paper of the Society of Cardiovascular Computed Tomography (SCCT)

Michelle C. Williams,Jonathan R. Weir-McCall,Lauren A. Baldassarre, Carlo N. De Cecco, Andrew D. Choi,Damini Dey,Marc R. Dweck,Ivana Isgum,Márton Kolossvary,Jonathon Leipsic, Andrew Lin,Michael T. Lu,Manish Motwani,Koen Nieman,Leslee Shaw,Marly van Assen,Edward Nicol

Journal of Cardiovascular Computed Tomography (2024)

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OP6 Non-invasive Quantification of Peri-Atrial Fat Volume and Inflammation in Atrial Fibrillation: the Promise of Peri-Atrial Fat As a Marker of Adverse Electrophysiological Remodelling

Keeran Vickneson, Ali Gharaviri, Vinush Vigneswaran,Johanna Tonko,Neil Bodagh, Magda Klis,Irum Kotadia,Matthew Wright,David E Newby,Marc R Dweck,Michelle C Williams, Mark O’Neill,John Whitaker, Steven E Williams

OP6 Non-invasive quantification of peri-atrial fat volume and inflammation in atrial fibrillation the promise of peri-atrial fat as a marker of adverse electrophysiological remodelling (2024)

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Coronary Artery Stenosis and High-Risk Plaque Assessed with an Unsupervised Fully Automated Deep Learning Technique