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Active label cleaning for improved dataset quality under resource constraints.
Bernhardt M, Castro DC, Tanno R, Schwaighofer A, Tezcan KC, Monteiro M, Bannur S, Lungren MP, Nori A, Glocker B, Alvarez-Valle J, Oktay O. Bernhardt M, et al. Among authors: tanno r. Nat Commun. 2022 Mar 4;13(1):1161. doi: 10.1038/s41467-022-28818-3. Nat Commun. 2022. PMID: 35246539 Free PMC article.
Learning from multiple annotators for medical image segmentation.
Zhang L, Tanno R, Xu M, Huang Y, Bronik K, Jin C, Jacob J, Zheng Y, Shao L, Ciccarelli O, Barkhof F, Alexander DC. Zhang L, et al. Among authors: tanno r. Pattern Recognit. 2023 Jun;138:None. doi: 10.1016/j.patcog.2023.109400. Pattern Recognit. 2023. PMID: 37781685 Free PMC article.
Cross-scanner and cross-protocol diffusion MRI data harmonisation: A benchmark database and evaluation of algorithms.
Tax CM, Grussu F, Kaden E, Ning L, Rudrapatna U, John Evans C, St-Jean S, Leemans A, Koppers S, Merhof D, Ghosh A, Tanno R, Alexander DC, Zappalà S, Charron C, Kusmia S, Linden DE, Jones DK, Veraart J. Tax CM, et al. Among authors: tanno r. Neuroimage. 2019 Jul 15;195:285-299. doi: 10.1016/j.neuroimage.2019.01.077. Epub 2019 Feb 1. Neuroimage. 2019. PMID: 30716459 Free PMC article.
Generative models improve fairness of medical classifiers under distribution shifts.
Ktena I, Wiles O, Albuquerque I, Rebuffi SA, Tanno R, Roy AG, Azizi S, Belgrave D, Kohli P, Cemgil T, Karthikesalingam A, Gowal S. Ktena I, et al. Among authors: tanno r. Nat Med. 2024 Apr;30(4):1166-1173. doi: 10.1038/s41591-024-02838-6. Epub 2024 Apr 10. Nat Med. 2024. PMID: 38600282 Free PMC article.
Low-field magnetic resonance image enhancement via stochastic image quality transfer.
Lin H, Figini M, D'Arco F, Ogbole G, Tanno R, Blumberg SB, Ronan L, Brown BJ, Carmichael DW, Lagunju I, Cross JH, Fernandez-Reyes D, Alexander DC. Lin H, et al. Among authors: tanno r. Med Image Anal. 2023 Jul;87:102807. doi: 10.1016/j.media.2023.102807. Epub 2023 Apr 18. Med Image Anal. 2023. PMID: 37120992
11 results