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Side effect prediction based on drug-induced gene expression profiles and random forest with iterative feature selection

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One in every ten drug candidates fail in clinical trials mainly due to efficacy and safety related issues, despite in-depth preclinical testing. Even some of the approved drugs such as chemotherapeutics are notorious for their side effects that are burdensome ... ...