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stat.ME2026
Heterogeneous readmission prediction with hierarchical effect decomposition and regularization
Ziren Jiang, Lingfeng Huo, Jue Hou +3
Accurately predicting hospital readmission risks using electronic health records (EHRs) is critical for effective patient management and healthcare resource allocation. Patient pop…
stat.ME2026
Estimating causal effects of functional treatments with modified functional treatment policies
Ziren Jiang, Erjia Cui, Jared D. Huling
Functional data are increasingly prevalent in biomedical research. While functional data analysis has been established for decades, causal inference with functional treatments rema…