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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: glicksberg b. 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.
Reversal of cancer gene expression identifies repurposed drugs for diffuse intrinsic pontine glioma.
Zhao G, Newbury P, Ishi Y, Chekalin E, Zeng B, Glicksberg BS, Wen A, Paithankar S, Sasaki T, Suri A, Nazarian J, Pacold ME, Brat DJ, Nicolaides T, Chen B, Hashizume R. Zhao G, et al. Among authors: glicksberg bs. Acta Neuropathol Commun. 2022 Oct 23;10(1):150. doi: 10.1186/s40478-022-01463-z. Acta Neuropathol Commun. 2022. PMID: 36274161 Free PMC article.
A call for deep-learning healthcare.
Norgeot B, Glicksberg BS, Butte AJ. Norgeot B, et al. Among authors: glicksberg bs. Nat Med. 2019 Jan;25(1):14-15. doi: 10.1038/s41591-018-0320-3. Nat Med. 2019. PMID: 30617337 No abstract available.
Coronavirus 2019 and People Living With Human Immunodeficiency Virus: Outcomes for Hospitalized Patients in New York City.
Sigel K, Swartz T, Golden E, Paranjpe I, Somani S, Richter F, De Freitas JK, Miotto R, Zhao S, Polak P, Mutetwa T, Factor S, Mehandru S, Mullen M, Cossarini F, Bottinger E, Fayad Z, Merad M, Gnjatic S, Aberg J, Charney A, Nadkarni G, Glicksberg BS. Sigel K, et al. Clin Infect Dis. 2020 Dec 31;71(11):2933-2938. doi: 10.1093/cid/ciaa880. Clin Infect Dis. 2020. PMID: 32594164 Free PMC article.
Sampling the host response to SARS-CoV-2 in hospitals under siege.
Charney AW, Simons NW, Mouskas K, Lepow L, Cheng E, Le Berichel J, Chang C, Marvin R, Del Valle DM, Calorossi S, Lansky A, Walker L, Patel M, Xie H, Yi N, Yu A, Kang G, Mendoza A, Liharska LE, Moya E, Hartnett M, Hatem S, Wilkins L, Eaton M, Jamal H, Tuballes K, Chen ST, Tabachnikova A, Chung J, Harris J, Batchelor C, Lacunza J, Yishak M, Argueta K, Karekar N, Lee B, Kelly G, Geanon D, Handler D, Leech J, Stefanos H, Dawson T, Scott I, Francoeur N, Johnson JS, Vaid A, Glicksberg BS, Nadkarni GN, Schadt EE, Gelb BD, Rahman A, Sebra R, Martin G; Mount Sinai COVID-19 Biobank Team; Marron T, Beckmann N, Kim-Schulze S, Gnjatic S, Merad M. Charney AW, et al. Among authors: glicksberg bs. Nat Med. 2020 Aug;26(8):1157-1158. doi: 10.1038/s41591-020-1004-3. Nat Med. 2020. PMID: 32719485 No abstract available.
Federated Learning of Electronic Health Records Improves Mortality Prediction in Patients Hospitalized with COVID-19.
Vaid A, Jaladanki SK, Xu J, Teng S, Kumar A, Lee S, Somani S, Paranjpe I, De Freitas JK, Wanyan T, Johnson KW, Bicak M, Klang E, Kwon YJ, Costa A, Zhao S, Miotto R, Charney AW, Böttinger E, Fayad ZA, Nadkarni GN, Wang F, Glicksberg BS. Vaid A, et al. medRxiv [Preprint]. 2020 Aug 14:2020.08.11.20172809. doi: 10.1101/2020.08.11.20172809. medRxiv. 2020. PMID: 32817979 Free PMC article. Updated. Preprint.
Machine Learning to Predict Mortality and Critical Events in a Cohort of Patients With COVID-19 in New York City: Model Development and Validation.
Vaid A, Somani S, Russak AJ, De Freitas JK, Chaudhry FF, Paranjpe I, Johnson KW, Lee SJ, Miotto R, Richter F, Zhao S, Beckmann ND, Naik N, Kia A, Timsina P, Lala A, Paranjpe M, Golden E, Danieletto M, Singh M, Meyer D, O'Reilly PF, Huckins L, Kovatch P, Finkelstein J, Freeman RM, Argulian E, Kasarskis A, Percha B, Aberg JA, Bagiella E, Horowitz CR, Murphy B, Nestler EJ, Schadt EE, Cho JH, Cordon-Cardo C, Fuster V, Charney DS, Reich DL, Bottinger EP, Levin MA, Narula J, Fayad ZA, Just AC, Charney AW, Nadkarni GN, Glicksberg BS. Vaid A, et al. Among authors: glicksberg bs. J Med Internet Res. 2020 Nov 6;22(11):e24018. doi: 10.2196/24018. J Med Internet Res. 2020. PMID: 33027032 Free PMC article.
185 results