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Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study.
Adekkanattu P, Rasmussen LV, Pacheco JA, Kabariti J, Stone DJ, Yu Y, Jiang G, Luo Y, Brandt PS, Xu Z, Vekaria V, Xu J, Wang F, Benda NC, Peng Y, Goyal P, Ahmad FS, Pathak J. Adekkanattu P, et al. Among authors: xu z, xu j. Sci Rep. 2023 Jan 6;13(1):294. doi: 10.1038/s41598-023-27493-8. Sci Rep. 2023. PMID: 36609415 Free PMC article.
Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records.
Xu J, Wang F, Zang C, Zhang H, Niotis K, Liberman AL, Stonnington CM, Ishii M, Adekkanattu P, Luo Y, Mao C, Rasmussen LV, Xu Z, Brandt P, Pacheco JA, Peng Y, Jiang G, Isaacson R, Pathak J. Xu J, et al. Among authors: xu z. Sci Rep. 2023 May 19;13(1):8102. doi: 10.1038/s41598-023-35258-6. Sci Rep. 2023. PMID: 37208478 Free PMC article.
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: xu j. medRxiv [Preprint]. 2021 Jul 28:2021.07.25.21261105. doi: 10.1101/2021.07.25.21261105. medRxiv. 2021. PMID: 34341802 Free PMC article. Preprint.
Identifying Contextual and Spatial Risk Factors for Post-Acute Sequelae of SARS-CoV-2 Infection: An EHR-based Cohort Study from the RECOVER Program.
Zhang Y, Hu H, Fokaidis V, Lewis C, Xu J, Zang C, Xu Z, Wang F, Koropsak M, Bian J, Hall J, Rothman RL, Shenkman EA, Wei WQ, Weiner MG, Carton TW, Kaushal R. Zhang Y, et al. Among authors: xu j, xu z. medRxiv [Preprint]. 2022 Oct 13:2022.10.13.22281010. doi: 10.1101/2022.10.13.22281010. medRxiv. 2022. PMID: 36263067 Free PMC article. Updated. Preprint.
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