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Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes.
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 MG, Carton TW, Wang F, Kaushal R. Zhang H, et al. Among authors: xu z, xu j. Nat Med. 2023 Jan;29(1):226-235. doi: 10.1038/s41591-022-02116-3. Epub 2022 Dec 1. Nat Med. 2023. PMID: 36456834 Free PMC article.
Subphenotyping depression using machine learning and electronic health records.
Xu Z, Wang F, Adekkanattu P, Bose B, Vekaria V, Brandt P, Jiang G, Kiefer RC, Luo Y, Pacheco JA, Rasmussen LV, Xu J, Alexopoulos G, Pathak J. Xu Z, et al. Among authors: xu j. Learn Health Syst. 2020 Aug 3;4(4):e10241. doi: 10.1002/lrh2.10241. eCollection 2020 Oct. Learn Health Syst. 2020. PMID: 33083540 Free PMC article.
Evaluation of Albumin Kinetics in Critically Ill Patients With Coronavirus Disease 2019 Compared to Those With Sepsis-Induced Acute Respiratory Distress Syndrome.
Su C, Hoffman KL, Xu Z, Sanchez E, Siempos II, Harrington JS, Racanelli AC, Plataki M, Wang F, Schenck EJ. Su C, et al. Among authors: xu z. Crit Care Explor. 2021 Dec 2;3(12):e0589. doi: 10.1097/CCE.0000000000000589. eCollection 2021 Dec. Crit Care Explor. 2021. PMID: 34984341 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.
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