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Year Number of Results
2020 7
2021 5
2022 5
2023 3
2024 1

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20 results

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Page 1
Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation.
Hoebel KV, Bridge CP, Ahmed S, Akintola O, Chung C, Huang RY, Johnson JM, Kim A, Ly KI, Chang K, Patel J, Pinho M, Batchelor TT, Rosen BR, Gerstner ER, Kalpathy-Cramer J. Hoebel KV, et al. Radiol Artif Intell. 2024 Jan;6(1):e220231. doi: 10.1148/ryai.220231. Radiol Artif Intell. 2024. PMID: 38197800 Free PMC article. Clinical Trial.
Atrial fibrillation ablation outcome prediction with a machine learning fusion framework incorporating cardiac computed tomography.
Razeghi O, Kapoor R, Alhusseini MI, Fazal M, Tang S, Roney CH, Rogers AJ, Lee A, Wang PJ, Clopton P, Rubin DL, Narayan SM, Niederer S, Baykaner T. Razeghi O, et al. J Cardiovasc Electrophysiol. 2023 May;34(5):1164-1174. doi: 10.1111/jce.15890. Epub 2023 Apr 27. J Cardiovasc Electrophysiol. 2023. PMID: 36934383 Free PMC article.
Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling.
Kumar S, Lakshminarayanan A, Chang K, Guretno F, Mien IH, Kalpathy-Cramer J, Krishnaswamy P, Singh P. Kumar S, et al. Distrib Collab Fed Learn Afford AI Healthc Resour Div Glob Health (2022). 2022 Sep;13573:119-129. doi: 10.1007/978-3-031-18523-6_12. Epub 2022 Oct 7. Distrib Collab Fed Learn Afford AI Healthc Resour Div Glob Health (2022). 2022. PMID: 36745141 Free PMC article.
Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning.
Qu L, Zhou Y, Liang PP, Xia Y, Wang F, Adeli E, Fei-Fei L, Rubin D. Qu L, et al. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2022 Jun;2022:10051-10061. doi: 10.1109/cvpr52688.2022.00982. Epub 2022 Sep 27. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2022. PMID: 36624800 Free PMC article.
Machine Learning-Enabled Multimodal Fusion of Intra-Atrial and Body Surface Signals in Prediction of Atrial Fibrillation Ablation Outcomes.
Tang S, Razeghi O, Kapoor R, Alhusseini MI, Fazal M, Rogers AJ, Rodrigo Bort M, Clopton P, Wang PJ, Rubin DL, Narayan SM, Baykaner T. Tang S, et al. Circ Arrhythm Electrophysiol. 2022 Aug;15(8):e010850. doi: 10.1161/CIRCEP.122.010850. Epub 2022 Jul 22. Circ Arrhythm Electrophysiol. 2022. PMID: 35867397 Free PMC article.
Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence.
Bai X, Wang H, Ma L, Xu Y, Gan J, Fan Z, Yang F, Ma K, Yang J, Bai S, Shu C, Zou X, Huang R, Zhang C, Liu X, Tu D, Xu C, Zhang W, Wang X, Chen A, Zeng Y, Yang D, Wang MW, Holalkere N, Halin NJ, Kamel IR, Wu J, Peng X, Wang X, Shao J, Mongkolwat P, Zhang J, Liu W, Roberts M, Teng Z, Beer L, Sanchez LE, Sala E, Rubin DL, Weller A, Lasenby J, Zheng C, Wang J, Li Z, Schönlieb C, Xia T. Bai X, et al. Nat Mach Intell. 2021 Dec;3(12):1081-1089. doi: 10.1038/s42256-021-00421-z. Epub 2021 Dec 15. Nat Mach Intell. 2021. PMID: 38264185 Free PMC article.
20 results