Iterative sure independent ranking and screening for drug response prediction.

Biao AnQianwen ZhangYun FangMing ChenYufang Qin

Published in: BMC medical informatics and decision making (2020)

Our study indicates that the features selected by the marginal utility measure, which measures the conditional probability of drug responses given the feature, are helpful for drug response prediction.

Keyphrases

adverse drug
machine learning
drug induced
deep learning
computed tomography
magnetic resonance imaging