Xu Han, Dongliang Zhang, et al.
Nature Communications
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.
Xu Han, Dongliang Zhang, et al.
Nature Communications
Iago Pereiro Pereiro, Julien Aubert, et al.
Biomicrofluidics
Toby C. Rodman, Betty J. Flehinger, et al.
Human Genetics
Edward J. Farrell, John H. Siegel
Respiration Physiology