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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.
Machine Learning for Identifying Data-Driven Subphenotypes of Incident Post-Acute SARS-CoV-2 Infection Conditions with Large Scale Electronic Health Records: Findings from the RECOVER Initiative.
Zhang H, Zang C, Xu Z, Zhang Y, Xu J, Bian J, Morozyuk D, Khullar D, Zhang Y, Nordvig AS, Schenck EJ, Shenkman EA, Rothman RL, Block JP, Lyman K, Weiner M, Carton TW, Wang F, Kaushal R. Zhang H, et al. Among authors: xu z, xu j. medRxiv [Preprint]. 2022 Jun 8:2022.05.21.22275412. doi: 10.1101/2022.05.21.22275412. medRxiv. 2022. PMID: 35665007 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. Update in: Environ Adv. 2023 Apr;11:100352. doi: 10.1016/j.envadv.2023.100352 PMID: 36263067 Free PMC article. Updated. Preprint.
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.
Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER program.
Varma JK, Zang C, Carton TW, Block JP, Khullar DJ, Zhang Y, Weiner MG, Rothman RL, Schenck EJ, Xu Z, Lyman K, Bian J, Xu J, Shenkman EA, Maughan C, Castro-Baucom L, O'Brien L, Wang F, Kaushal R; RECOVER Consortium. Varma JK, et al. Among authors: xu z, xu j. PLoS One. 2024 Jun 6;19(6):e0282451. doi: 10.1371/journal.pone.0282451. eCollection 2024. PLoS One. 2024. PMID: 38843159 Free PMC article.
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