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Fig. 1 | BMC Bioinformatics

Fig. 1

From: Quantitative Structure–Mutation–Activity Relationship Tests (QSMART) model for protein kinase inhibitor response prediction

Fig. 1

QSMART model with machine learning methods to predict protein kinase inhibitor response in cancer cell lines. Four main components of this framework: (1) drug and cancer cell line features, (2) statistical tests for interaction terms, (3) a feature selection method for identifying highly informative features, and (4) a machine learning method for predicting drug response

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BMC Bioinformatics

ISSN: 1471-2105

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