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Improving multiple sclerosis lesion segmentation across clinical sites: A federated learning approach with noise-resilient training.
Bai L, Wang D, Wang H, Barnett M, Cabezas M, Cai W, Calamante F, Kyle K, Liu D, Ly L, Nguyen A, Shieh CC, Sullivan R, Zhan G, Ouyang W, Wang C. Bai L, et al. Among authors: cai w. Artif Intell Med. 2024 Jun;152:102872. doi: 10.1016/j.artmed.2024.102872. Epub 2024 Apr 17. Artif Intell Med. 2024. PMID: 38701636 Free article.
Multiple sclerosis lesion segmentation: revisiting weighting mechanisms for federated learning.
Liu D, Cabezas M, Wang D, Tang Z, Bai L, Zhan G, Luo Y, Kyle K, Ly L, Yu J, Shieh CC, Nguyen A, Kandasamy Karuppiah E, Sullivan R, Calamante F, Barnett M, Ouyang W, Cai W, Wang C. Liu D, et al. Among authors: cai w. Front Neurosci. 2023 May 18;17:1167612. doi: 10.3389/fnins.2023.1167612. eCollection 2023. Front Neurosci. 2023. PMID: 37274196 Free PMC article.
8,428 results