Tissue-guided LASSO for prediction of clinical drug response using preclinical samples.

Prediction of clinical drug response (CDR) of cancer patients, based on their clinical and molecular profiles obtained prior to administration of the drug, can play a significant role in individualized medicine. Machine learning models have the potential to address this issue but training them requi...

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Bibliographic Details
Main Authors: Edward W Huang, Ameya Bhope, Jing Lim, Saurabh Sinha, Amin Emad
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1007607