Riselda Kodra, Hadjer Benmeziane, et al.
ICLR 2025
We present a framework for feature engineering, tailored for longitudinal structured data, such as electronic health records (EHRs). To fast-track feature engineering and extraction, the framework combines general-use plug-in extractors, a multi-cohort management mechanism, and modular memoization. Using this framework, we rapidly extracted thousands of features from diverse and large healthcare data sources in multiple projects.
Riselda Kodra, Hadjer Benmeziane, et al.
ICLR 2025
Matthew S. Wong, R. Michael Raab, et al.
Physiological Genomics
John M. Prager, Jennifer J. Liang, et al.
AMIA Joint Summits on Translational Science 2017
Raúl Fernández Díaz, Lam Thanh Hoang, et al.
ICLR 2025