Improved anticancer drug response prediction in cell lines using matrix factorization with similarity regularization

Human cancer cell lines are used in research to study the biology of cancer and to test cancer treatments. Recently there are already some large panels of several hundred human cancer cell lines which are characterized with genomic and pharmacological data.