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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: mcleod s. 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.
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: mcleod sl. 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.
Protecting Frontline Health Care Workers from COVID-19 with Hydroxychloroquine Pre-exposure Prophylaxis: A structured summary of a study protocol for a randomised placebo-controlled multisite trial in Toronto, Canada.
Wright JK, Tan DHS, Walmsley SL, Hulme J, O'Connor E, Snider C, Cheng I, Chan AK, Borgundvaag B, McLeod S, Gollob MH, Clarke RJ, Dresser L, Haji F, Mazzulli T, Mubareka S, Jüni P, Lee D, Tomlinson G, Kain KC, Landes M. Wright JK, et al. Among authors: mcleod s. Trials. 2020 Jul 14;21(1):647. doi: 10.1186/s13063-020-04577-8. Trials. 2020. PMID: 32665039 Free PMC article.
Presentation and outcomes of necrotizing soft tissue infections.
Chen KJ, Klingel M, McLeod S, Mindra S, Ng VK. Chen KJ, et al. Among authors: mcleod s. Int J Gen Med. 2017 Jul 31;10:215-220. doi: 10.2147/IJGM.S131768. eCollection 2017. Int J Gen Med. 2017. PMID: 28814893 Free PMC article.
Drug treatments for covid-19: living systematic review and network meta-analysis.
Siemieniuk RA, Bartoszko JJ, Zeraatkar D, Kum E, Qasim A, Martinez JPD, Izcovich A, Lamontagne F, Han MA, Agarwal A, Agoritsas T, Azab M, Bravo G, Chu DK, Couban R, Devji T, Escamilla Z, Foroutan F, Gao Y, Ge L, Ghadimi M, Heels-Ansdell D, Honarmand K, Hou L, Ibrahim Q, Khamis A, Lam B, Mansilla C, Loeb M, Miroshnychenko A, Marcucci M, McLeod SL, Motaghi S, Murthy S, Mustafa RA, Pardo-Hernandez H, Rada G, Rizwan Y, Saadat P, Switzer C, Thabane L, Tomlinson G, Vandvik PO, Vernooij RW, Viteri-García A, Wang Y, Yao L, Zhao Y, Guyatt GH, Brignardello-Petersen R. Siemieniuk RA, et al. Among authors: mcleod sl. BMJ. 2020 Jul 30;370:m2980. doi: 10.1136/bmj.m2980. BMJ. 2020. PMID: 32732190 Free PMC article. Updated.
Prophylaxis against covid-19: living systematic review and network meta-analysis.
Bartoszko JJ, Siemieniuk RAC, Kum E, Qasim A, Zeraatkar D, Martinez JPD, Azab M, Ibrahim S, Izcovich A, Soto GB, Roldan Y, Agarwal A, Agoritsas T, Chu DK, Couban R, Devji T, Foroutan F, Ghadimi M, Honarmand K, Khamis A, Lamontagne F, Loeb M, McLeod SL, Motaghi S, Murthy S, Mustafa RA, Rochwerg B, Switzer C, Thabane L, Vandvik PO, Vernooij RWM, Wang Y, Yao L, Guyatt GH, Brignardello-Petersen R. Bartoszko JJ, et al. Among authors: mcleod sl. BMJ. 2021 Apr 26;373:n949. doi: 10.1136/bmj.n949. BMJ. 2021. PMID: 33903131 Free PMC article.
Implementation of serological and molecular tools to inform COVID-19 patient management: protocol for the GENCOV prospective cohort study.
Taher J, Mighton C, Chowdhary S, Casalino S, Frangione E, Arnoldo S, Bearss E, Binnie A, Bombard Y, Borgundvaag B, Chertkow H, Clausen M, Devine L, Faghfoury H, Friedman SM, Gingras AC, Khan Z, Mazzulli T, McGeer A, McLeod SL, Pugh TJ, Richardson D, Simpson J, Stern S, Strug L, Taher A, Lerner-Ellis J. Taher J, et al. Among authors: mcleod sl. BMJ Open. 2021 Sep 30;11(9):e052842. doi: 10.1136/bmjopen-2021-052842. BMJ Open. 2021. PMID: 34593505 Free PMC article.
608 results