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Matthew Sinclair
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Imperial College London - London / United Kingdom
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Matthew Sinclair's MOST POPULAR ARTICLES
1-)
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challengeS Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...arXiv preprint arXiv:1811.02629, 201812922018
2-)
Automated cardiovascular magnetic resonance image analysis with fully convolutional networksW Bai, M Sinclair, G Tarroni, O Oktay, M Rajchl, G Vaillant, AM Lee, ...Journal of Cardiovascular Magnetic Resonance 20 (1), 1-12, 20185092018
3-)
Ensembles of multiple models and architectures for robust brain tumour segmentationK Kamnitsas, W Bai, E Ferrante, S McDonagh, M Sinclair, N Pawlowski, ...Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 20184612018
4-)
Semi-supervised learning for network-based cardiac MR image segmentationW Bai, O Oktay, M Sinclair, H Suzuki, M Rajchl, G Tarroni, B Glocker, ...Medical Image Computing and Computer-Assisted Intervention− MICCAI 2017 …, 20174642017
5-)
Fully automated, quality-controlled cardiac analysis from CMR: validation and large-scale application to characterize cardiac functionB Ruijsink, E Puyol-Antón, I Oksuz, M Sinclair, W Bai, JA Schnabel, ...Cardiovascular Imaging 13 (3), 684-695, 20201662020
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