A learning-based method for drug-target interaction prediction based on feature representation learning and deep neural network

Feng Y(2017)Drug target protein-protein interaction networks: A systematic perspective BioMed Res Int 2017 1289259-1289259

Wang Q(2017)A network integration approach for drug-target interaction prediction and computational drug repositioning from heterogeneous information Nature communications 8 573-54

Wang T(2012)Prediction of drug-target interactions and drug repositioning via network-based inference PLoS Comput Biol 8 1002503-33

Luo Y(2010)Drug-target interaction prediction from chemical, genomic and pharmacological data in an integrated framework Bioinformatics 26 246-7

Zhao X(2005)Keynote review: in vitro safety pharmacology profiling: an essential tool for successful drug development Drug Discov Today 10 1421-91

Zhou J(2003)Haddock: a protein- protein docking approach based on biochemical or biophysical information J Am Chem Soc 125 1731-718

Yang J(2009)Autodock4 and autodocktools4: Automated docking with selective receptor flexibility J Comput Chem 30 2785-6

Zhang Y(2007)Relating protein pharmacology by ligand chemistry Nat Biotechnol 25 197-30

Kuang W(2011)Mind-best: Web server for drugs and target discovery; design, synthesis, and assay of mao-b inhibitors and theoretical- experimental study of g3pdh protein from trichomonas gallinae J Proteome Res 10 1698-45

Peng J(2015)Predicting drug-target interaction based on sequence and structure information IFAC-PapersOnLine 48 12-79

Feng Y(2017)Drug target protein-protein interaction networks: A systematic perspective BioMed Res Int 2017 1289259-1289259

Wang Q(2017)A network integration approach for drug-target interaction prediction and computational drug repositioning from heterogeneous information Nature communications 8 573-54

Wang T(2012)Prediction of drug-target interactions and drug repositioning via network-based inference PLoS Comput Biol 8 1002503-33

Luo Y(2010)Drug-target interaction prediction from chemical, genomic and pharmacological data in an integrated framework Bioinformatics 26 246-7

Zhao X(2005)Keynote review: in vitro safety pharmacology profiling: an essential tool for successful drug development Drug Discov Today 10 1421-91

Zhou J(2003)Haddock: a protein- protein docking approach based on biochemical or biophysical information J Am Chem Soc 125 1731-718

Yang J(2009)Autodock4 and autodocktools4: Automated docking with selective receptor flexibility J Comput Chem 30 2785-6

Zhang Y(2007)Relating protein pharmacology by ligand chemistry Nat Biotechnol 25 197-30

Kuang W(2011)Mind-best: Web server for drugs and target discovery; design, synthesis, and assay of mao-b inhibitors and theoretical- experimental study of g3pdh protein from trichomonas gallinae J Proteome Res 10 1698-45

Peng J(2015)Predicting drug-target interaction based on sequence and structure information IFAC-PapersOnLine 48 12-79