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2026
Zhong J, D'Angelo D, Lyu C, Xu I, Enns PK, Wang F, Kaushal R.  2026.  Reproducibility in biomedical research. Nature Medicine. 32:3564-3577.
Zhong J, D'Angelo D, Lyu C, Xu I, Enns PK, Wang F, Kaushal R.  2026.  Reproducibility in biomedical research.. Nat Med. 32(10):3564-3577.
Sheng R, Wang X, Wang J, Jin X, Sheng Z, Xu Z, Rajendran S, Qu H, Wang F.  2026.  TrialCompass: Visual Analytics for Enhancing the Eligibility Criteria Design of Clinical Trials.. IEEE Trans Vis Comput Graph. 32(1):1230-1240.
2025
Li H, Zang C, Xu Z, Pan W, Rajendran S, Chen Y, Wang F.  2025.  Federated target trial emulation using distributed observational data for treatment effect estimation.. NPJ Digit Med. 8(1):387.
Pan W, Hathi D, Xu Z, Zhang Q, Li Y, Wang F.  2025.  Identification of predictive subphenotypes for clinical outcomes using real world data and machine learning.. Nat Commun. 16(1):3797.
Huang Y, Xu J, Fan Z, Hu Y, He X, Chen A, Liu Y, Yin R, Guo J, DeKosky ST et al..  2025.  Identifying Alzheimer's Disease Progression Subphenotypes via a Graph-based Framework using Electronic Health Records.. Res Sq.
Zhou M, Tang AS, Zhang H, Xu Z, Ke AMC, Su C, Huang Y, Mantyh WG, Jaffee MS, Rankin KP et al..  2025.  Identifying progression subphenotypes of Alzheimer's disease from large-scale electronic health records with machine learning.. J Biomed Inform. 165:104820.
Zang C, Guth D, Bruno AM, Xu Z, Li H, Ammar N, Chew R, Guthe N, Hadley E, Kaushal R et al..  2025.  Long COVID after SARS-CoV-2 during pregnancy in the United States.. Nat Commun. 16(1):3005.
Rajendran S, Xu Z, Pan W, Zang C, Siempos I, Torres L, Xu J, Bian J, Schenck EJ, Wang F.  2025.  Multicenter target trial emulation to evaluate corticosteroids for sepsis stratified by predicted organ dysfunction trajectory.. Nat Commun. 16(1):4450.
Rajendran S, Xu Z, Pan W, Zang C, Siempos I, Torres L, Xu J, Bian J, Schenck EJ, Wang F.  2025.  Multicenter target trial emulation to evaluate corticosteroids for sepsis stratified by predicted organ dysfunction trajectory.. Nat Commun. 16(1):4450.
Cui H, Lu J, Xu R, Wang S, Ma W, Yu Y, Yu S, Kan X, Ling C, Zhao L et al..  2025.  A review on knowledge graphs for healthcare: Resources, applications, and promises.. J Biomed Inform. 169:104861.
Liu M, Ning Y, Teixayavong S, Liu X, Mertens M, Shang Y, Li X, Miao D, Liao J, Xu J et al..  2025.  A scoping review and evidence gap analysis of clinical AI fairness.. NPJ Digit Med. 8(1):360.
2024
Pan W, Xu Z, Rajendran S, Wang F.  2024.  An adaptive federated learning framework for clinical risk prediction with electronic health records from multiple hospitals.. Patterns (N Y). 5(1):100898.
Bruno AM, Zang C, Xu Z, Wang F, Weiner MG, Guthe N, Fitzgerald M, Kaushal R, Carton TW, Metz TD.  2024.  Association between acquiring SARS-CoV-2 during pregnancy and post-acute sequelae of SARS-CoV-2 infection: RECOVER electronic health record cohort analysis.. EClinicalMedicine. 73:102654.
He X, Wei R, Huang Y, Chen Z, Lyu T, Bost S, Tong J, Li L, Zhou Y, Li Z et al..  2024.  Develop and validate a computable phenotype for the identification of Alzheimer's disease patients using electronic health record data.. Alzheimers Dement (Amst). 16(3):e12613.
He X, Wei R, Huang Y, Chen Z, Lyu T, Bost S, Tong J, Li L, Zhou Y, Li Z et al..  2024.  Develop and validate a computable phenotype for the identification of Alzheimer's disease patients using electronic health record data.. Alzheimers Dement (Amst). 16(3):e12613.
Su C, Hou Y, Xu J, Xu Z, Zhou M, Ke A, Li H, Xu J, Brendel M, Maasch JRMA et al..  2024.  Identification of Parkinson's disease PACE subtypes and repurposing treatments through integrative analyses of multimodal data.. NPJ Digit Med. 7(1):184.
Su C, Hou Y, Xu J, Xu Z, Zhou M, Ke A, Li H, Xu J, Brendel M, Maasch JRMA et al..  2024.  Identification of Parkinson's disease PACE subtypes and repurposing treatments through integrative analyses of multimodal data.. NPJ Digit Med. 7(1):184.
Su C, Hou Y, Xu J, Xu Z, Zhou M, Ke A, Li H, Xu J, Brendel M, Maasch JRMA et al..  2024.  Identification of Parkinson's disease PACE subtypes and repurposing treatments through integrative analyses of multimodal data.. NPJ Digit Med. 7(1):184.
Zang C, Hou Y, Schenck EJ, Xu Z, Zhang Y, Xu J, Bian J, Morozyuk D, Khullar D, Nordvig AS et al..  2024.  Identification of risk factors of Long COVID and predictive modeling in the RECOVER EHR cohorts.. Commun Med (Lond). 4(1):130.
Zang C, Hou Y, Schenck EJ, Xu Z, Zhang Y, Xu J, Bian J, Morozyuk D, Khullar D, Nordvig AS et al..  2024.  Identification of risk factors of Long COVID and predictive modeling in the RECOVER EHR cohorts.. Commun Med (Lond). 4(1):130.
Dou L, Xu Z, Xu J, Su C, Pieper AA, Zhu X, Leverenz JB, Wang F, Cummings J, Cheng F.  2024.  A network-based systems genetics framework identifies pathobiology and drug repurposing in Parkinson's disease.. Res Sq.
Dou L, Xu Z, Xu J, Su C, Pieper AA, Zhu X, Leverenz JB, Wang F, Cummings J, Cheng F.  2024.  A network-based systems genetics framework identifies pathobiology and drug repurposing in Parkinson's disease.. Res Sq.
2023
Rajendran S, Xu Z, Pan W, Ghosh A, Wang F.  2023.  Data heterogeneity in federated learning with Electronic Health Records: Case studies of risk prediction for acute kidney injury and sepsis diseases in critical care.. PLOS Digit Health. 2(3):e0000117.
Zang C, Zhang Y, Xu J, Bian J, Morozyuk D, Schenck EJ, Khullar D, Nordvig AS, Shenkman EA, Rothman RL et al..  2023.  Data-driven analysis to understand long COVID using electronic health records from the RECOVER initiative.. Nat Commun. 14(1):1948.