Uncovering Heterogeneous Effects via Localized Feature Selection
Xiaoxia Liu, Jiaqi Gu, Zhaomeng Chen, Benjamin B. Chu, Linxi Liu, Tim Morrison, Robert R. Butler, Jacob L Edelson, Jinzhou Li, Frank M. Longo, Hua Tang, Iuliana Ionita‐Laza, Chiara Sabatti, Emmanuel J. Candès, Zihuai He
This paper introduces a framework for identifying disease-associated features tailored to individual profiles using localized test statistics, applied to single-cell RNA sequencing data for Alzheimer's disease.
Proceedings of the National Academy of Sciences · Sep 15, 2026Peer-reviewedBioinformatics