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Development of a federated learning approach to predict acute kidney injury in adult hospitalized patients with COVID-19 in New York City.
Jaladanki SK, Vaid A, Sawant AS, Xu J, Shah K, Dellepiane S, Paranjpe I, Chan L, Kovatch P, Charney AW, Wang F, Glicksberg BS, Singh K, Nadkarni GN. Jaladanki SK, et al. Among authors: wang f. medRxiv [Preprint]. 2021 Jul 28:2021.07.25.21261105. doi: 10.1101/2021.07.25.21261105. medRxiv. 2021. PMID: 34341802 Free PMC article. Preprint.
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: wang f. 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.
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: wang f. JMIR Med Inform. 2021 Jan 27;9(1):e24207. doi: 10.2196/24207. JMIR Med Inform. 2021. PMID: 33400679 Free PMC article.
Enhancing convolutional neural network predictions of electrocardiograms with left ventricular dysfunction using a novel sub-waveform representation.
Honarvar H, Agarwal C, Somani S, Vaid A, Lampert J, Wanyan T, Reddy VY, Nadkarni GN, Miotto R, Zitnik M, Wang F, Glicksberg BS. Honarvar H, et al. Among authors: wang f. Cardiovasc Digit Health J. 2022 Aug 11;3(5):220-231. doi: 10.1016/j.cvdhj.2022.07.074. eCollection 2022 Oct. Cardiovasc Digit Health J. 2022. PMID: 36310683 Free PMC article.
Risk Factors and Predictive Modeling for Post-Acute Sequelae of SARS-CoV-2 Infection: Findings from EHR Cohorts of the RECOVER Initiative.
Zang C, Hou Y, Schenck E, Xu Z, Zhang Y, Xu J, Bian J, Morozyuk D, Khullar D, Nordvig A, Shenkman E, Rothman R, Block J, Lyman K, Zhang Y, Varma J, Weiner M, Carton T, Wang F, Kaushal R; RECOVER Consortium. Zang C, et al. Among authors: wang f. Res Sq [Preprint]. 2023 Mar 8:rs.3.rs-2592194. doi: 10.21203/rs.3.rs-2592194/v1. Res Sq. 2023. Update in: Commun Med (Lond). 2024 Jul 11;4(1):130. doi: 10.1038/s43856-024-00549-0 PMID: 36945608 Free PMC article. Updated. Preprint.
Implications of the Use of Artificial Intelligence Predictive Models in Health Care Settings : A Simulation Study.
Vaid A, Sawant A, Suarez-Farinas M, Lee J, Kaul S, Kovatch P, Freeman R, Jiang J, Jayaraman P, Fayad Z, Argulian E, Lerakis S, Charney AW, Wang F, Levin M, Glicksberg B, Narula J, Hofer I, Singh K, Nadkarni GN. Vaid A, et al. Among authors: wang f. Ann Intern Med. 2023 Oct;176(10):1358-1369. doi: 10.7326/M23-0949. Epub 2023 Oct 10. Ann Intern Med. 2023. PMID: 37812781
Real-world Effectiveness of BNT162b2 Against Infection and Severe Diseases in Children and Adolescents.
Wu Q, Tong J, Zhang B, Zhang D, Chen J, Lei Y, Lu Y, Wang Y, Li L, Shen Y, Xu J, Bailey LC, Bian J, Christakis DA, Fitzgerald ML, Hirabayashi K, Jhaveri R, Khaitan A, Lyu T, Rao S, Razzaghi H, Schwenk HT, Wang F, Witvliet MI, Tchetgen EJT, Morris JS, Forrest CB, Chen Y. Wu Q, et al. Among authors: wang f, wang y. medRxiv [Preprint]. 2023 Nov 13:2023.06.16.23291515. doi: 10.1101/2023.06.16.23291515. medRxiv. 2023. Update in: Ann Intern Med. 2024 Feb;177(2):165-176. doi: 10.7326/M23-1754 PMID: 38014095 Free PMC article. Updated. Preprint.
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