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stat.AP2025
Integrated Analysis for Electronic Health Records with Structured and Sporadic Missingness
Jianbin Tan, Yan Zhang, Chuan Hong +3
Objectives: We propose a novel imputation method tailored for Electronic Health Records (EHRs) with structured and sporadic missingness. Such missingness frequently arises in the i…
stat.AP2023
Soft Phenotyping for Sepsis via EHR Time-aware Soft Clustering
Shiyi Jiang, Xin Gai, Miriam Treggiari +4
Objective: Sepsis is one of the most serious hospital conditions associated with high mortality. Sepsis is the result of a dysregulated immune response to infection that can lead t…