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Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach.
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. Among authors: bicak m. JMIR Med Inform. 2021 Jan 27;9(1):e24207. doi: 10.2196/24207. JMIR Med Inform. 2021. PMID: 33400679 Free PMC article.
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. Among authors: bicak m. medRxiv [Preprint]. 2020 Aug 14:2020.08.11.20172809. doi: 10.1101/2020.08.11.20172809. medRxiv. 2020. Update in: JMIR Med Inform. 2021 Jan 27;9(1):e24207. doi: 10.2196/24207 PMID: 32817979 Free PMC article. Updated. Preprint.
Outcomes of Patients on Maintenance Dialysis Hospitalized with COVID-19.
Chan L, Jaladanki SK, Somani S, Paranjpe I, Kumar A, Zhao S, Kaufman L, Leisman S, Sharma S, He JC, Murphy B, Fayad ZA, Levin MA, Bottinger EP, Charney AW, Glicksberg BS, Coca SG, Nadkarni GN; Mount Sinai COVID Informatics Center (MSCIC). Chan L, et al. Clin J Am Soc Nephrol. 2021 Mar 8;16(3):452-455. doi: 10.2215/CJN.12360720. Epub 2020 Oct 30. Clin J Am Soc Nephrol. 2021. PMID: 33127607 Free PMC article. No abstract available.
Predictive Approaches for Acute Dialysis Requirement and Death in COVID-19.
Vaid A, Chan L, Chaudhary K, Jaladanki SK, Paranjpe I, Russak A, Kia A, Timsina P, Levin MA, He JC, Böttinger EP, Charney AW, Fayad ZA, Coca SG, Glicksberg BS, Nadkarni GN; MSCIC. Vaid A, et al. Clin J Am Soc Nephrol. 2021 Aug;16(8):1158-1168. doi: 10.2215/CJN.17311120. Epub 2021 May 24. Clin J Am Soc Nephrol. 2021. PMID: 34031183 Free PMC article.
Using Deep-Learning Algorithms to Simultaneously Identify Right and Left Ventricular Dysfunction From the Electrocardiogram.
Vaid A, Johnson KW, Badgeley MA, Somani SS, Bicak M, Landi I, Russak A, Zhao S, Levin MA, Freeman RS, Charney AW, Kukar A, Kim B, Danilov T, Lerakis S, Argulian E, Narula J, Nadkarni GN, Glicksberg BS. Vaid A, et al. Among authors: bicak m. JACC Cardiovasc Imaging. 2022 Mar;15(3):395-410. doi: 10.1016/j.jcmg.2021.08.004. Epub 2021 Oct 13. JACC Cardiovasc Imaging. 2022. PMID: 34656465 Free PMC article.
Experimental and real-world evidence supporting the computational repurposing of bumetanide for APOE4-related Alzheimer's disease.
Taubes A, Nova P, Zalocusky KA, Kosti I, Bicak M, Zilberter MY, Hao Y, Yoon SY, Oskotsky T, Pineda S, Chen B, Jones EAA, Choudhary K, Grone B, Balestra ME, Chaudhry F, Paranjpe I, De Freitas J, Koutsodendris N, Chen N, Wang C, Chang W, An A, Glicksberg BS, Sirota M, Huang Y. Taubes A, et al. Among authors: bicak m. Nat Aging. 2021 Oct;1(10):932-947. doi: 10.1038/s43587-021-00122-7. Epub 2021 Oct 11. Nat Aging. 2021. PMID: 36172600 Free PMC article.
Author Correction: Experimental and real-world evidence supporting the computational repurposing of bumetanide for APOE4-related Alzheimer's disease.
Taubes A, Nova P, Zalocusky KA, Kosti I, Bicak M, Zilberter MY, Hao Y, Yoon SY, Oskotsky T, Pineda S, Chen B, Aery Jones EA, Choudhary K, Grone B, Balestra ME, Chaudhry F, Paranjpe I, De Freitas J, Koutsodendris N, Chen N, Wang C, Chang W, An A, Glicksberg BS, Sirota M, Huang Y. Taubes A, et al. Among authors: bicak m. Nat Aging. 2021 Dec;1(12):1202. doi: 10.1038/s43587-021-00144-1. Nat Aging. 2021. PMID: 37117528 No abstract available.
Beneficial effects of physical exercise and an orally active mGluR2/3 antagonist pro-drug on neurogenesis and behavior in an Alzheimer's amyloidosis model.
Perez Garcia G, Bicak M, Buros J, Haure-Mirande JV, Perez GM, Otero-Pagan A, Gama Sosa MA, De Gasperi R, Sano M, Gage FH, Barlow C, Dudley JT, Glicksberg BS, Wang Y, Readhead B, Ehrlich ME, Elder GA, Gandy S. Perez Garcia G, et al. Among authors: bicak m. Front Dement. 2023 Sep 6;2:1198006. doi: 10.3389/frdem.2023.1198006. eCollection 2023. Front Dement. 2023. PMID: 39081972 Free PMC article.
40 results