Improving Drug Sensitivity Prediction Using Different Types of Data
نویسندگان
چکیده
منابع مشابه
Improving Drug Sensitivity Prediction Using Different Types of Data
The algorithms and models used to address the two subchallenges that are part of the NCI-DREAM (Dialogue for Reverse Engineering Assessments and Methods) Drug Sensitivity Prediction Challenge (2012) are presented. In subchallenge 1, a bidirectional search algorithm is introduced and optimized using an ensemble scheme and a nonlinear support vector machine (SVM) is then applied to predict the ef...
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ژورنال
عنوان ژورنال: CPT: Pharmacometrics & Systems Pharmacology
سال: 2015
ISSN: 2163-8306
DOI: 10.1002/psp4.2