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Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework.
J Am Med Inform Assoc. 2024 May 20;31(6):1303-1312. doi: 10.1093/jamia/ocae075.
J Am Med Inform Assoc. 2024.
PMID: 38713006
Learning competing risks across multiple hospitals: one-shot distributed algorithms.
Zhang D, Tong J, Jing N, Yang Y, Luo C, Lu Y, Christakis DA, Güthe D, Hornig M, Kelleher KJ, Morse KE, Rogerson CM, Divers J, Carroll RJ, Forrest CB, Chen Y.
Zhang D, et al.
J Am Med Inform Assoc. 2024 Apr 19;31(5):1102-1112. doi: 10.1093/jamia/ocae027.
J Am Med Inform Assoc. 2024.
PMID: 38456459
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Confidence score: a data-driven measure for inclusive systematic reviews considering unpublished preprints.
Tong J, Luo C, Sun Y, Duan R, Saine ME, Lin L, Peng Y, Lu Y, Batra A, Pan A, Wang O, Li R, Marks-Anglin A, Yang Y, Zuo X, Liu Y, Bian J, Kimmel SE, Hamilton K, Cuker A, Hubbard RA, Xu H, Chen Y.
Tong J, et al.
J Am Med Inform Assoc. 2024 Apr 3;31(4):809-819. doi: 10.1093/jamia/ocad248.
J Am Med Inform Assoc. 2024.
PMID: 38065694
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mixWAS: An efficient distributed algorithm for mixed-outcomes genome-wide association studies.
Li R, Benz L, Duan R, Denny JC, Hakonarson H, Mosley JD, Smoller JW, Wei WQ, Ritchie MD, Moore JH, Chen Y.
Li R, et al.
medRxiv [Preprint]. 2024 Jan 10:2024.01.09.24301073. doi: 10.1101/2024.01.09.24301073.
medRxiv. 2024.
PMID: 38260403
Free PMC article.
Preprint.
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One-shot distributed algorithms for addressing heterogeneity in competing risks data across clinical sites.
Zhang D, Tong J, Stein R, Lu Y, Jing N, Yang Y, Boland MR, Luo C, Baldassano RN, Carroll RJ, Forrest CB, Chen Y.
Zhang D, et al.
J Biomed Inform. 2024 Feb;150:104595. doi: 10.1016/j.jbi.2024.104595. Epub 2024 Jan 18.
J Biomed Inform. 2024.
PMID: 38244958
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