Article
Aggregate entropy scoring for quantifying activity across endpoints with irregular correlation structure.
Reproductive toxicology (Elmsford, N.Y.) - 1 Jul 2016
Zhang Guozhu, Marvel Skylar, Truong Lisa, Tanguay Robert L, Reif David M
Abstract excerpt
Robust computational approaches are needed to characterize systems-level responses to chemical perturbations in environmental and clinical toxicology applications. Appropriate characterization of response presents a methodological challenge when dealing with diverse phenotypic endpoints measured using in vivo systems. In this article, we propose an information-theoretic method named Aggregate Entropy (AggE) and...
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