Kristen L. Beck, Niina Haiminen, et al.
mSystems
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.
Kristen L. Beck, Niina Haiminen, et al.
mSystems
Marianna Rapsomaniki, Jannis Born, et al.
AMLD EPFL 2024
Tiziana Mordasini, Alessandro Curioni, et al.
ChemBioChem
Andreana Gomez, Sergio Gonzalez, et al.
Toxics