3 papers
stat.AP2025
Subtype-Aware Registration of Longitudinal Electronic Health Records
Xin Gai, Shiyi Jiang, Anru R. Zhang
Electronic Health Records (EHRs) contain extensive patient information that can inform downstream clinical decisions, such as mortality prediction, disease phenotyping, and disease…
stat.ME2024
Functional Post-Clustering Selective Inference with Applications to EHR Data Analysis
Zihan Zhu, Xin Gai, Anru R. Zhang
In electronic health records (EHR) analysis, clustering patients according to patterns in their data is crucial for uncovering new subtypes of diseases. Existing medical literature…
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…