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MPSM-DTI was developed for prediction of DTIs using chemical structures and protein sequences as features. Compared with other methods, MPSM-DTI reached considerable accuracy and addressed the dilemma of DTI prediction for brand new protein targets.

MPSM-DTI: prediction of drug–target interaction via machine learning based on the chemical structure and protein sequence