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Journal Article
Luo Y, Xu J, Jiang C, Krittanawong C, Wu L, Yang Y, Bandyopadhyay D, Cram P, Ibrahim S, Mehta B.  2020.  Trends in the Inpatient Burden of Coronary Artery Disease in Granulomatosis with Polyangiitis: A Study of Large National Dataset.. J Rheumatol.
Mehta B, Luo Y, Xu J, Sammaritano L, Salmon J, Lockshin M, Goodman S, Ibrahim S.  2019.  Trends in Maternal and Fetal Outcomes Among Pregnant Women With Systemic Lupus Erythematosus in the United States: A Cross-sectional Analysis.. Ann Intern Med. 171(3):164-171.
Xu Z, Mao C, Su C, Zhang H, Siempos I, Torres LK, Pan D, Luo Y, Schenck EJ, Wang F.  2022.  Sepsis subphenotyping based on organ dysfunction trajectory.. Crit Care. 26(1):197.
Zang C, Hou Y, Schenck E, Xu Z, Zhang Y, Xu J, Bian J, Morozyuk D, Khullar D, Nordvig A et al..  2023.  Risk Factors and Predictive Modeling for Post-Acute Sequelae of SARS-CoV-2 Infection: Findings from EHR Cohorts of the RECOVER Initiative.. Res Sq.
Zang C, Hou Y, Schenck E, Xu Z, Zhang Y, Xu J, Bian J, Morozyuk D, Khullar D, Nordvig A et al..  2023.  Risk Factors and Predictive Modeling for Post-Acute Sequelae of SARS-CoV-2 Infection: Findings from EHR Cohorts of the RECOVER Initiative.. Res Sq.
Khullar D, Zhang Y, Zang C, Xu Z, Wang F, Weiner MG, Carton TW, Rothman RL, Block JP, Kaushal R.  2023.  Racial/Ethnic Disparities in Post-acute Sequelae of SARS-CoV-2 Infection in New York: an EHR-Based Cohort Study from the RECOVER Program.. J Gen Intern Med. :1-10.
Xie Y, Valdimarsdóttir UA, Wang C, Zhong XR, Gou Q, Zheng H, Deng L, He P, Hu K, Fall K et al..  2020.  Public health insurance and cancer-specific mortality risk among patients with breast cancer: A prospective cohort study in China.. Int J Cancer.
Xu J, Guo Y, Wang F, Xu H, Lucero R, Bian J, Prosperi M.  2022.  Protocol for the development of a reporting guideline for causal and counterfactual prediction models in biomedicine.. BMJ Open. 12(6):e059715.
Xu J, Guo Y, Wang F, Xu H, Lucero R, Bian J, Prosperi M.  2022.  Protocol for the development of a reporting guideline for causal and counterfactual prediction models in biomedicine.. BMJ Open. 12(6):e059715.
Adekkanattu P, Rasmussen LV, Pacheco JA, Kabariti J, Stone DJ, Yu Y, Jiang G, Luo Y, Brandt PS, Xu Z et al..  2023.  Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study.. Sci Rep. 13(1):294.
Adekkanattu P, Rasmussen LV, Pacheco JA, Kabariti J, Stone DJ, Yu Y, Jiang G, Luo Y, Brandt PS, Xu Z et al..  2023.  Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study.. Sci Rep. 13(1):294.
Pesko MF, Xu X, Tynan MA, Gerzoff RB, Malarcher AM, Pechacek TF.  2014.  Per-pack price reductions available from different cigarette purchasing strategies: United States, 2009-2010.. Prev Med. 63:13-9.
Bao Y, Fan G, Zou D, Wang T, Xue D.  2017.  Patient experience with outpatient encounters at public hospitals in Shanghai: Examining different aspects of physician services and implications of overcrowding.. PLoS One. 12(2):e0171684.
Xu H, Buckeridge DL, Wang F, Tarczy-Hornoch P.  2022.  Novel informatics approaches to COVID-19 Research: From methods to applications.. J Biomed Inform. 129:104028.
Kline A, Wang H, Li Y, Dennis S, Hutch M, Xu Z, Wang F, Cheng F, Luo Y.  2022.  Multimodal machine learning in precision health: A scoping review.. NPJ Digit Med. 5(1):171.
Mehta B, Goodman S, DiCarlo E, Jannat-Khah D, J Gibbons AB, Otero M, Donlin L, Pannellini T, Robinson WH, Sculco P et al..  2023.  Machine learning identification of thresholds to discriminate osteoarthritis and rheumatoid arthritis synovial inflammation.. Arthritis Res Ther. 25(1):31.
Xu J, Zhang H, Zhang H, Bian J, Wang F.  2023.  Machine learning enabled subgroup analysis with real-world data to inform clinical trial eligibility criteria design.. Sci Rep. 13(1):613.
Xu J, Mao C, Hou Y, Luo Y, Binder JL, Zhou Y, Bekris LM, Shin J, Hu M, Wang F et al..  2022.  Interpretable deep learning translation of GWAS and multi-omics findings to identify pathobiology and drug repurposing in Alzheimer's disease.. Cell Rep. 41(9):111717.
Xu W, Su C, Li Y, Rogers S, Wang F, Chen K, Aseltine R.  2022.  Improving suicide risk prediction via targeted data fusion: proof of concept using medical claims data.. J Am Med Inform Assoc. 29(3):500-511.
Xu Z, Chou J, Zhang XSheryl, Luo Y, Isakova T, Adekkanattu P, Ancker JS, Jiang G, Kiefer RC, Pacheco JA et al..  2020.  Identifying sub-phenotypes of acute kidney injury using structured and unstructured electronic health record data with memory networks.. J Biomed Inform. 102:103361.
Zhang Y, Hu H, Fokaidis V, V CLewis, Xu J, Zang C, Xu Z, Wang F, Koropsak M, Bian J et al..  2023.  Identifying environmental risk factors for post-acute sequelae of SARS-CoV-2 infection: An EHR-based cohort study from the recover program.. Environ Adv. 11:100352.
Zhang Y, Hu H, Fokaidis V, V CLewis, Xu J, Zang C, Xu Z, Wang F, Koropsak M, Bian J et al..  2023.  Identifying environmental risk factors for post-acute sequelae of SARS-CoV-2 infection: An EHR-based cohort study from the recover program.. Environ Adv. 11:100352.
RoyChoudhury A, Dam T-TL, Xu C, Diah JH, Chaganty D, Solares J, Fried LP.  2019.  Feed-forward loop between body composition, strength and performance in older adults.. Mech Ageing Dev. 183:111130.
Varma JK, Zang C, Carton TW, Block JP, Khullar DJ, Zhang Y, Weiner MG, Rothman RL, Schenck EJ, Xu Z et al..  2023.  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.. medRxiv.
Varma JK, Zang C, Carton TW, Block JP, Khullar DJ, Zhang Y, Weiner MG, Rothman RL, Schenck EJ, Xu Z et al..  2023.  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.. medRxiv.