E. J. Mucaki

Pathway-extended gene expression signatures integrate novel biomarkers that improve predictions of patient responses to kinase inhibitors

This paper develops pathway-extended gene expression signatures using machine learning to predict patient responses to kinase inhibitors with improved accuracy.

Predicting Response to Platin Chemotherapy Agents with Biochemically-inspired Machine Learning

The paper develops gene signatures for predicting response to platinum-based chemotherapy drugs using machine learning and validates them in cancer patient data.