AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomics

Sharifi-Noghabi, H; Peng, SM; Zolotareva, O; Collins, CC; Ester, M

Ester, M (corresponding author), Simon Fraser Univ, Sch Comp Sci, Burnaby, BC, Canada.; Collins, CC; Ester, M (corresponding author), Vancouver Prostate Ctr, Vancouver, BC, Canada.; Collins, CC (corresponding author), Univ British Columbia, Dept Urol Sci, Vancouver, BC, Canada.

BIOINFORMATICS, 2020; 36 (): 380

Abstract

Motivation: The goal of pharmacogenomics is to predict drug response in patients using their single- or multi-omics data. A major challenge is that cl......

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