Recent Publications

2025 Publications

  • Zhang B, Wu Q, Jhaveri R, Zhou T, Becich MJ, Bisyuk Y, Blanceró F, Chrischilles EA, Chuang CH, Cowell LG, Fort D, et al. Long COVID associated with SARS-CoV-2 reinfection among children and adolescents in the omicron era (RECOVER-EHR): a retrospective cohort study. The Lancet Infectious Diseases. 2025 Sep 30. doi:10.1016/S1473-3099(25)00476-1

  • Li D, Yu AS, Fuhrman DY, Liu M. SMART: a new patient similarity estimation framework for enhanced predictive modeling in acute kidney injury. Journal of the American Medical Informatics Association. 2025 Aug 8; ocaf125. doi:10.1093/jamia/ocaf125

  • Li D, Shukla A, Chandaka S, Taylor B, Xu J, Liu M. Autoencoder-based representation learning for similar patient retrieval from electronic health records: comparative study. JMIR Medical Informatics. 2025;13:e68830. doi:10.2196/68830

  • Chen H, Huang Y, Yin C, He X, Ison RL, Bell LL, Opoku RA, Jiang Z, Guo SJ, Liu M, Tighe PJ. Care coordination and patient safety outcome: a graph-based approach. npj Health Systems. 2025 May 8;2(1):15. doi:10.1038/s44401-025-00020-9

  • Chen H, Li X, He X, Chen A, McGill J, Webber EC, Xu H, Liu M, Bian J. Enhancing Patient-Trial Matching With Large Language Models: A Scoping Review of Emerging Applications and Approaches. JCO Clinical Cancer Informatics. 2025 Jun;9:e2500071. doi:10.1200/CCI-25-00071

  • Duan L, Zhou W, Hu Y, Xu L, Liu M. Early detection of adverse drug reactions in postmarket monitoring. INFORMS Journal on Computing. 2025;0(0). doi:10.1287/ijoc.2024.0585

  • Li D, Chan HY, Yu ASL, et al. Clustering analysis of multi-site electronic health records reveals distinct subphenotypes in stage-1 acute kidney injury. Communications Medicine. 2025;5:274. doi:10.1038/s43856-025-00993-6

  • Lorman V, Bailey LC, Song X, Rao S, Hornig M, Utidjian L, et al. Pediatric long COVID subphenotypes: an EHR-based study from the RECOVER program. PLOS Digital Health. 2025;4(4):e0000747. doi:10.1371/journal.pdig.0000747

  • Li L, Zhou T, Lu Y, et al. Kidney function following COVID-19 in children and adolescents. JAMA Network Open. 2025;8(4):e254129. doi:10.1001/jamanetworkopen.2025.4129

  • Hadizadeh Moghaddam A, Nayebi Kerdabadi M, Liu B, Liu M, Yao Z. Discovering time-aware hidden dependencies with personalized graphical structure in electronic health records. ACM Transactions on Knowledge Discovery from Data. 2025;19(2):1–21. doi:10.1145/3709143

  • Zhang D, Stein R, Lu Y, Zhou T, Lei Y, Li L, Chen J, Arnold J, Becich MJ, Chrischilles EA, Chuang CH. Pediatric gastrointestinal tract outcomes during the postacute phase of COVID-19. JAMA Network Open. 2025;8(2):e2458366. doi:10.1001/jamanetworkopen.2024.58366

  • Abdel-Rahman EM, Hasan I, Abdelrazeq AS, Rawabdeh A, Liu M, Ghahramani N, Murea M, Kadambi P, Ikizler TA, Awad AS. Early versus late initiation of dialysis in CKD stage 5: time for a consensus. Kidney International Reports. 2025;10(1):54–74. doi:10.1016/j.ekir.2024.10.001