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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: lacey g. 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: lacey g. 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 impact of an effective 3-step hand hygiene technique in reducing potentially pathogenic microorganisms found on nursing professionals' hands.
Duarte Valim M, Righetto Corrêa E, Paulo Machado A, Victorino Alves Corrêa L, Borges de Morais R, Florentino da Silva Teixeira R, Lacey G. Duarte Valim M, et al. Among authors: lacey g. J Infect Dev Ctries. 2023 Aug 31;17(8):1088-1098. doi: 10.3855/jidc.16709. J Infect Dev Ctries. 2023. PMID: 37699087 Free article.
Toward Explainable Affective Computing: A Review.
Cortinas-Lorenzo K, Lacey G. Cortinas-Lorenzo K, et al. Among authors: lacey g. IEEE Trans Neural Netw Learn Syst. 2023 May 23;PP. doi: 10.1109/TNNLS.2023.3270027. Online ahead of print. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 37220061
Four consecutive yearly point-prevalence studies in Wales indicate lack of improvement in sepsis care on the wards.
Kopczynska M, Unwin H, Pugh RJ, Sharif B, Chandy T, Davies DJ, Shield ME, Purchase DE, Tilley SC, Poacher A, Oliva L, Willis S, Ray IE, Hui JNC, Payne BC, Wardle EF, Andrew F, Chan HMP, Barrington J, Hale J, Hawkins J, Nicholas JK, Wirt LE, Thomas LH, Walker M, Pan MP, Ray T, Asim UH, Maidman V, Atiyah Z, Nasser ZM, Tan ZX, Tan LJP, Szakmany T; Welsh Digital Data Collection Platform collaborators. Kopczynska M, et al. Sci Rep. 2021 Aug 10;11(1):16222. doi: 10.1038/s41598-021-95648-6. Sci Rep. 2021. PMID: 34376757 Free PMC article.
Using Artificial Intelligence in Infection Prevention.
Fitzpatrick F, Doherty A, Lacey G. Fitzpatrick F, et al. Among authors: lacey g. Curr Treat Options Infect Dis. 2020;12(2):135-144. doi: 10.1007/s40506-020-00216-7. Epub 2020 Mar 19. Curr Treat Options Infect Dis. 2020. PMID: 32218708 Free PMC article. Review.
Training to Proficiency in the WHO Hand Hygiene Technique.
Lacey G, Showstark M, Van Rhee J. Lacey G, et al. J Med Educ Curric Dev. 2019 Aug 5;6:2382120519867681. doi: 10.1177/2382120519867681. eCollection 2019 Jan-Dec. J Med Educ Curric Dev. 2019. PMID: 31428680 Free PMC article.
84 results