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Federated Learning used for predicting outcomes in SARS-COV-2 patients.
Flores M, Dayan I, Roth H, Zhong A, Harouni A, Gentili A, Abidin A, Liu A, Costa A, Wood B, Tsai CS, Wang CH, Hsu CN, Lee CK, Ruan C, Xu D, Wu D, Huang E, Kitamura F, Lacey G, César de Antônio Corradi G, Shin HH, Obinata H, Ren H, Crane J, Tetreault J, Guan J, Garrett J, Park JG, Dreyer K, Juluru K, Kersten K, Bezerra Cavalcanti Rockenbach MA, Linguraru M, Haider M, AbdelMaseeh M, Rieke N, Damasceno P, Cruz E Silva PM, Wang P, Xu S, Kawano S, Sriswasdi S, Park SY, Grist T, Buch V, Jantarabenjakul W, Wang W, Tak WY, Li X, Lin X, Kwon F, Gilbert F, Kaggie J, Li Q, Quraini A, Feng A, Priest A, Turkbey B, Glicksberg B, Bizzo B, Kim BS, Tor-Diez C, Lee CC, Hsu CJ, Lin C, Lai CL, Hess C, Compas C, Bhatia D, Oermann E, Leibovitz E, Sasaki H, Mori H, Yang I, Sohn JH, Keshava Murthy KN, Fu LC, Furtado de Mendonça MR, Fralick M, Kang MK, Adil M, Gangai N, Vateekul P, Elnajjar P, Hickman S, Majumdar S, McLeod S, Reed S, Graf S, Harmon S, Kodama T, Puthanakit T, Mazzulli T, de Lima Lavor V, Rakvongthai Y, Lee YR, Wen Y. Flores M, et al. Among authors: kim bs. Res Sq [Preprint]. 2021 Jan 8:rs.3.rs-126892. doi: 10.21203/rs.3.rs-126892/v1. Res Sq. 2021. PMID: 33442676 Free PMC article. Updated. Preprint.
Fibrosis-4 index as a predictor for mortality in hospitalised patients with COVID-19: a retrospective multicentre cohort study.
Park JG, Kang MK, Lee YR, Song JE, Kim NY, Kweon YO, Tak WY, Jang SY, Lee C, Kim BS, Hwang JS, Jang BK, Bae J, Lee JY, Suh JI, Park SY, Chung WJ; Daegu-Gyeongbuk Liver Study Group (DGLSG). Park JG, et al. Among authors: kim bs, kim ny. BMJ Open. 2020 Nov 12;10(11):e041989. doi: 10.1136/bmjopen-2020-041989. BMJ Open. 2020. PMID: 33184086 Free PMC article.
Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19.
Zhong A, Li X, Wu D, Ren H, Kim K, Kim Y, Buch V, Neumark N, Bizzo B, Tak WY, Park SY, Lee YR, Kang MK, Park JG, Kim BS, Chung WJ, Guo N, Dayan I, Kalra MK, Li Q. Zhong A, et al. Among authors: kim bs, kim y, kim k. Med Image Anal. 2021 May;70:101993. doi: 10.1016/j.media.2021.101993. Epub 2021 Feb 7. Med Image Anal. 2021. PMID: 33711739 Free PMC article.
Federated learning for predicting clinical outcomes in patients with COVID-19.
Dayan I, Roth HR, Zhong A, Harouni A, Gentili A, Abidin AZ, Liu A, Costa AB, Wood BJ, Tsai CS, Wang CH, Hsu CN, Lee CK, Ruan P, Xu D, Wu D, Huang E, Kitamura FC, Lacey G, de Antônio Corradi GC, Nino G, Shin HH, Obinata H, Ren H, Crane JC, Tetreault J, Guan J, Garrett JW, Kaggie JD, Park JG, Dreyer K, Juluru K, Kersten K, Rockenbach MABC, Linguraru MG, Haider MA, AbdelMaseeh M, Rieke N, Damasceno PF, E Silva PMC, Wang P, Xu S, Kawano S, Sriswasdi S, Park SY, Grist TM, Buch V, Jantarabenjakul W, Wang W, Tak WY, Li X, Lin X, Kwon YJ, Quraini A, Feng A, Priest AN, Turkbey B, Glicksberg B, Bizzo B, Kim BS, Tor-Díez C, Lee CC, Hsu CJ, Lin C, Lai CL, Hess CP, Compas C, Bhatia D, Oermann EK, Leibovitz E, Sasaki H, Mori H, Yang I, Sohn JH, Murthy KNK, Fu LC, de Mendonça MRF, Fralick M, Kang MK, Adil M, Gangai N, Vateekul P, Elnajjar P, Hickman S, Majumdar S, McLeod SL, Reed S, Gräf S, Harmon S, Kodama T, Puthanakit T, Mazzulli T, de Lavor VL, Rakvongthai Y, Lee YR, Wen Y, Gilbert FJ, Flores MG, Li Q. Dayan I, et al. Among authors: kim bs. Nat Med. 2021 Oct;27(10):1735-1743. doi: 10.1038/s41591-021-01506-3. Epub 2021 Sep 15. Nat Med. 2021. PMID: 34526699 Free PMC article.
The Clinical Significance of Myosteatosis in Survival Outcomes in Patients with Hepatocellular Carcinoma Treated with Sorafenib.
Kang MK, Song JE, Jang SY, Kim BS, Chung WJ, Lee C, Park SY, Tak WY, Kweon YO, Hwang JS, Jang BK, Lee YR, Park JG, On Behalf Of Daegu-Gyeongbuk Liver Study Group Dglsg. Kang MK, et al. Among authors: kim bs. Cancers (Basel). 2024 Jan 20;16(2):454. doi: 10.3390/cancers16020454. Cancers (Basel). 2024. PMID: 38275895 Free PMC article.
Survival outcomes of hepatic resection compared with transarterial chemoembolization or sorafenib for hepatocellular carcinoma with portal vein tumor thrombosis.
Lee JM, Jang BK, Lee YJ, Choi WY, Choi SM, Chung WJ, Hwang JS, Kang KJ, Kim YH, Chauhan AK, Park SY, Tak WY, Kweon YO, Kim BS, Lee CH. Lee JM, et al. Among authors: kim yh, kim bs. Clin Mol Hepatol. 2016 Mar;22(1):160-7. doi: 10.3350/cmh.2016.22.1.160. Epub 2016 Mar 28. Clin Mol Hepatol. 2016. PMID: 27044767 Free PMC article.
Evaluating the efficacy of switching from lamivudine plus adefovir to tenofovir disoproxil fumarate monotherapy in lamivudine-resistant stable hepatitis B patients.
Lee HJ, Kim SJ, Kweon YO, Park SY, Heo J, Woo HY, Hwang JS, Chung WJ, Lee CH, Kim BS, Suh JI, Tak WY, Jang BK. Lee HJ, et al. Among authors: kim bs, kim sj. PLoS One. 2018 Jan 12;13(1):e0190581. doi: 10.1371/journal.pone.0190581. eCollection 2018. PLoS One. 2018. PMID: 29329305 Free PMC article. Clinical Trial.
4,635 results