Marie-Anne Hervé du Penhoat, Alexandre Souchaud, et al.
Physical Chemistry Chemical Physics
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.
Marie-Anne Hervé du Penhoat, Alexandre Souchaud, et al.
Physical Chemistry Chemical Physics
Thanh Lam Hoang, Marco Luca Sbodio, et al.
AAAI 2024
Laxmi Parida
Journal of Computational Biology
James Kaufman, Christopher Elkins, et al.
arXiv