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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: kyle k. 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.
Prospective phase II clinical trial of autologous haematopoietic stem cell transplant for treatment refractory multiple sclerosis.
Moore JJ, Massey JC, Ford CD, Khoo ML, Zaunders JJ, Hendrawan K, Barnett Y, Barnett MH, Kyle KA, Zivadinov R, Ma KC, Milliken ST, Sutton IJ, Ma DDF. Moore JJ, et al. Among authors: kyle ka. J Neurol Neurosurg Psychiatry. 2019 May;90(5):514-521. doi: 10.1136/jnnp-2018-319446. Epub 2018 Dec 11. J Neurol Neurosurg Psychiatry. 2019. PMID: 30538138 Clinical Trial.
Brain atrophy and lesion burden are associated with disability progression in a multiple sclerosis real-world dataset using only T2-FLAIR: The NeuroSTREAM MSBase study.
Barnett M, Bergsland N, Weinstock-Guttman B, Butzkueven H, Kalincik T, Desmond P, Gaillard F, van Pesch V, Ozakbas S, Rojas JI, Boz C, Altintas A, Wang C, Dwyer MG, Yang S, Jakimovski D, Kyle K, Ramasamy DP, Zivadinov R. Barnett M, et al. Among authors: kyle k. Neuroimage Clin. 2021;32:102802. doi: 10.1016/j.nicl.2021.102802. Epub 2021 Aug 24. Neuroimage Clin. 2021. PMID: 34469848 Free PMC article.
Tremor suppression following treatment with MRgFUS: skull density ratio consistency and degree of posterior dentatorubrothalamic tract lesioning predicts long-term clinical outcomes in essential tremor.
Kyle K, Maller J, Barnett Y, Jonker B, Barnett M, D'Souza A, Calamante F, Maamary J, Peters J, Wang C, Tisch S. Kyle K, et al. Front Neurol. 2023 Apr 25;14:1129430. doi: 10.3389/fneur.2023.1129430. eCollection 2023. Front Neurol. 2023. PMID: 37181561 Free PMC 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: kyle k. Front Neurosci. 2023 May 18;17:1167612. doi: 10.3389/fnins.2023.1167612. eCollection 2023. Front Neurosci. 2023. PMID: 37274196 Free PMC article.
A real-world clinical validation for AI-based MRI monitoring in multiple sclerosis.
Barnett M, Wang D, Beadnall H, Bischof A, Brunacci D, Butzkueven H, Brown JWL, Cabezas M, Das T, Dugal T, Guilfoyle D, Klistorner A, Krieger S, Kyle K, Ly L, Masters L, Shieh A, Tang Z, van der Walt A, Ward K, Wiendl H, Zhan G, Zivadinov R, Barnett Y, Wang C. Barnett M, et al. Among authors: kyle k. NPJ Digit Med. 2023 Oct 19;6(1):196. doi: 10.1038/s41746-023-00940-6. NPJ Digit Med. 2023. PMID: 37857813 Free PMC article.
108 results