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Daniel C. Alexander

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Brain-ID: Learning Robust Feature Representations for Brain Imaging

Nov 28, 2023
Peirong Liu, Oula Puonti, Xiaoling Hu, Daniel C. Alexander, Juan Eugenio Iglesias

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A 3D Conditional Diffusion Model for Image Quality Transfer -- An Application to Low-Field MRI

Nov 11, 2023
Seunghoi Kim, Henry F. J. Tregidgo, Ahmed K. Eldaly, Matteo Figini, Daniel C. Alexander

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CenTime: Event-Conditional Modelling of Censoring in Survival Analysis

Sep 15, 2023
Ahmed H. Shahin, An Zhao, Alexander C. Whitehead, Daniel C. Alexander, Joseph Jacob, David Barber

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A 3D deep learning classifier and its explainability when assessing coronary artery disease

Jul 29, 2023
Wing Keung Cheung, Jeremy Kalindjian, Robert Bell, Arjun Nair, Leon J. Menezes, Riyaz Patel, Simon Wan, Kacy Chou, Jiahang Chen, Ryo Torii, Rhodri H. Davies, James C. Moon, Daniel C. Alexander, Joseph Jacob

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A data-centric deep learning approach to airway segmentation

Jul 29, 2023
Wing Keung Cheung, Ashkan Pakzad, Nesrin Mogulkoc, Sarah Needleman, Bojidar Rangelov, Eyjolfur Gudmundsson, An Zhao, Mariam Abbas, Davina McLaverty, Dimitrios Asimakopoulos, Robert Chapman, Recep Savas, Sam M Janes, Yipeng Hu, Daniel C. Alexander, John R Hurst, Joseph Jacob

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Rician likelihood loss for quantitative MRI using self-supervised deep learning

Jul 13, 2023
Christopher S. Parker, Anna Schroder, Sean C. Epstein, James Cole, Daniel C. Alexander, Hui Zhang

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Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI

May 05, 2023
Henry F. J. Tregidgo, Sonja Soskic, Mark D. Olchanyi, Juri Althonayan, Benjamin Billot, Chiara Maffei, Polina Golland, Anastasia Yendiki, Daniel C. Alexander, Martina Bocchetta, Jonathan D. Rohrer, Juan Eugenio Iglesias

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Expectation Maximization Pseudo Labelling for Segmentation with Limited Annotations

May 02, 2023
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob

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Low-field magnetic resonance image enhancement via stochastic image quality transfer

Apr 26, 2023
Hongxiang Lin, Matteo Figini, Felice D'Arco, Godwin Ogbole, Ryutaro Tanno, Stefano B. Blumberg, Lisa Ronan, Biobele J. Brown, David W. Carmichael, Ikeoluwa Lagunju, Judith Helen Cross, Delmiro Fernandez-Reyes, Daniel C. Alexander

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