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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: fralick m. 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.
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: fralick m. 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.
Convalescent plasma for hospitalized patients with COVID-19: an open-label, randomized controlled trial.
Bégin P, Callum J, Jamula E, Cook R, Heddle NM, Tinmouth A, Zeller MP, Beaudoin-Bussières G, Amorim L, Bazin R, Loftsgard KC, Carl R, Chassé M, Cushing MM, Daneman N, Devine DV, Dumaresq J, Fergusson DA, Gabe C, Glesby MJ, Li N, Liu Y, McGeer A, Robitaille N, Sachais BS, Scales DC, Schwartz L, Shehata N, Turgeon AF, Wood H, Zarychanski R, Finzi A; CONCOR-1 Study Group; Arnold DM. Bégin P, et al. Nat Med. 2021 Nov;27(11):2012-2024. doi: 10.1038/s41591-021-01488-2. Epub 2021 Sep 9. Nat Med. 2021. PMID: 34504336 Free PMC article. Clinical Trial.
Author Correction: Convalescent plasma for hospitalized patients with COVID-19: an open-label, randomized controlled trial.
Bégin P, Callum J, Jamula E, Cook R, Heddle NM, Tinmouth A, Zeller MP, Beaudoin-Bussières G, Amorim L, Bazin R, Loftsgard KC, Carl R, Chassé M, Cushing MM, Daneman N, Devine DV, Dumaresq J, Fergusson DA, Gabe C, Glesby MJ, Li N, Liu Y, McGeer A, Robitaille N, Sachais BS, Scales DC, Schwartz L, Shehata N, Turgeon AF, Wood H, Zarychanski R, Finzi A; CONCOR-1 Study Group; Arnold DM. Bégin P, et al. Nat Med. 2022 Jan;28(1):212. doi: 10.1038/s41591-021-01667-1. Nat Med. 2022. PMID: 35022578 Free PMC article. No abstract available.
Remdesivir for the treatment of patients in hospital with COVID-19 in Canada: a randomized controlled trial.
Ali K, Azher T, Baqi M, Binnie A, Borgia S, Carrier FM, Cavayas YA, Chagnon N, Cheng MP, Conly J, Costiniuk C, Daley P, Daneman N, Douglas J, Downey C, Duan E, Duceppe E, Durand M, English S, Farjou G, Fera E, Fontela P, Fowler R, Fralick M, Geagea A, Grant J, Harrison LB, Havey T, Hoang H, Kelly LE, Keynan Y, Khwaja K, Klein G, Klein M, Kolan C, Kronfli N, Lamontagne F, Lau R, Fralick M, Lee TC, Lee N, Lim R, Longo S, Lostun A, MacIntyre E, Malhamé I, Mangof K, McGuinty M, Mergler S, Munan MP, Murthy S, O'Neil C, Ovakim D, Papenburg J, Parhar K, Parvathy SN, Patel C, Perez-Patrigeon S, Pinto R, Rajakumaran S, Rishu A, Roba-Oshin M, Rushton M, Saleem M, Salvadori M, Scherr K, Schwartz K, Semret M, Silverman M, Singh A, Sligl W, Smith S, Somayaji R, Tan DHS, Tobin S, Todd M, Tran TV, Tremblay A, Tsang J, Turgeon A, Vakil E, Weatherald J, Yansouni C, Zarychanski R; Canadian Treatments for COVID-19 (CATCO); Association of Medical Microbiology and Infectious Disease Canada (AMMI) Clinical Research Network and the Canadian Critical Care Trials Group. Ali K, et al. Among authors: fralick m. CMAJ. 2022 Feb 22;194(7):E242-E251. doi: 10.1503/cmaj.211698. Epub 2022 Jan 19. CMAJ. 2022. PMID: 35045989 Free PMC article. Clinical Trial.
Cost-effectiveness of remdesivir plus usual care versus usual care alone for hospitalized patients with COVID-19: an economic evaluation as part of the Canadian Treatments for COVID-19 (CATCO) randomized clinical trial.
Lau VI, Fowler R, Pinto R, Tremblay A, Borgia S, Carrier FM, Cheng MP, Conly J, Costiniuk CT, Daley P, Duan E, Durand M, Fontela PS, Farjou G, Fralick M, Geagea A, Grant J, Keynan Y, Khwaja K, Lee N, Lee TC, Lim R, O'Neil CR, Papenburg J, Semret M, Silverman M, Sligl W, Somayaji R, Tan DHS, Tsang JLY, Weatherald J, Yansouni CP, Zarychanski R, Murthy S; E-CATCO authors, AMMI Clinical Research Network and Canadian Critical Care Trials Group. Lau VI, et al. Among authors: fralick m. CMAJ Open. 2022 Sep 6;10(3):E807-E817. doi: 10.9778/cmajo.20220077. Print 2022 Jul-Sep. CMAJ Open. 2022. PMID: 36199248 Free PMC article. Clinical Trial.
Awake prone positioning for non-intubated patients with COVID-19-related acute hypoxaemic respiratory failure: a systematic review and meta-analysis.
Li J, Luo J, Pavlov I, Perez Y, Tan W, Roca O, Tavernier E, Kharat A, McNicholas B, Ibarra-Estrada M, Vines DL, Bosch NA, Rampon G, Simpson SQ, Walkey AJ, Fralick M, Verma A, Razak F, Harris T, Laffey JG, Guerin C, Ehrmann S; Awake Prone Positioning Meta-Analysis Group. Li J, et al. Among authors: fralick m. Lancet Respir Med. 2022 Jun;10(6):573-583. doi: 10.1016/S2213-2600(22)00043-1. Epub 2022 Mar 16. Lancet Respir Med. 2022. PMID: 35305308 Free PMC article.
Repurposed Antiviral Drugs for Covid-19 - Interim WHO Solidarity Trial Results.
WHO Solidarity Trial Consortium; Pan H, Peto R, Henao-Restrepo AM, Preziosi MP, Sathiyamoorthy V, Abdool Karim Q, Alejandria MM, Hernández García C, Kieny MP, Malekzadeh R, Murthy S, Reddy KS, Roses Periago M, Abi Hanna P, Ader F, Al-Bader AM, Alhasawi A, Allum E, Alotaibi A, Alvarez-Moreno CA, Appadoo S, Asiri A, Aukrust P, Barratt-Due A, Bellani S, Branca M, Cappel-Porter HBC, Cerrato N, Chow TS, Como N, Eustace J, García PJ, Godbole S, Gotuzzo E, Griskevicius L, Hamra R, Hassan M, Hassany M, Hutton D, Irmansyah I, Jancoriene L, Kirwan J, Kumar S, Lennon P, Lopardo G, Lydon P, Magrini N, Maguire T, Manevska S, Manuel O, McGinty S, Medina MT, Mesa Rubio ML, Miranda-Montoya MC, Nel J, Nunes EP, Perola M, Portolés A, Rasmin MR, Raza A, Rees H, Reges PPS, Rogers CA, Salami K, Salvadori MI, Sinani N, Sterne JAC, Stevanovikj M, Tacconelli E, Tikkinen KAO, Trelle S, Zaid H, Røttingen JA, Swaminathan S. WHO Solidarity Trial Consortium, et al. N Engl J Med. 2021 Feb 11;384(6):497-511. doi: 10.1056/NEJMoa2023184. Epub 2020 Dec 2. N Engl J Med. 2021. PMID: 33264556 Free PMC article. Clinical Trial.
176 results