1 citations · 1 across the 4 of their papers we have counts for
4 papers
OmniBioTwin: A System-of-Twinned-Systems Framework for Health Digital Twins
Zhaohui Wang, Yu Huang, Jiang Bian
Health digital twins (HDTs) promise patient-specific modeling and decision support but current approaches remain structurally fragmented: monolithic models that address a single or…
Temporally Detailed Hypergraph Neural ODEs for Disease Progression Modeling
Tingsong Xiao, Yao An Lee, Zelin Xu +6
Disease progression modeling aims to characterize and predict how a patient's disease complications worsen over time based on longitudinal electronic health records (EHRs). For dis…
Developing A Fair Individualized Polysocial Risk Score (iPsRS) for Identifying Increased Social Risk of Hospitalizations in Patients with Type 2 Diabetes (T2D)
Yu Huang, Jingchuan Guo, William T Donahoo +7
Background: Racial and ethnic minority groups and individuals facing social disadvantages, which often stem from their social determinants of health (SDoH), bear a disproportionate…
The impact of electronic health records (EHR) data continuity on prediction model fairness and racial-ethnic disparities
Yu Huang, Jingchuan Guo, Zhaoyi Chen +6
Electronic health records (EHR) data have considerable variability in data completeness across sites and patients. Lack of "EHR data-continuity" or "EHR data-discontinuity", define…