Could graph neural networks learn better molecular representation for drug discovery? A comparison study of descriptor-based and graph-based models

Dejun Jiang, Zhenxing Wu, Chang-Yu Hsieh, Guangyong Chen, Ben Liao, Zhe Wang, Chao Shen, Dong-Sheng Cao, Jian Wu, Tingjun Hou. Could graph neural networks learn better molecular representation for drug discovery? A comparison study of descriptor-based and graph-based models. J. Cheminformatics, 13(1):12, 2021. [doi]

Authors

Dejun Jiang

This author has not been identified. Look up 'Dejun Jiang' in Google

Zhenxing Wu

This author has not been identified. Look up 'Zhenxing Wu' in Google

Chang-Yu Hsieh

This author has not been identified. Look up 'Chang-Yu Hsieh' in Google

Guangyong Chen

This author has not been identified. Look up 'Guangyong Chen' in Google

Ben Liao

This author has not been identified. Look up 'Ben Liao' in Google

Zhe Wang

This author has not been identified. Look up 'Zhe Wang' in Google

Chao Shen

This author has not been identified. Look up 'Chao Shen' in Google

Dong-Sheng Cao

This author has not been identified. Look up 'Dong-Sheng Cao' in Google

Jian Wu

This author has not been identified. Look up 'Jian Wu' in Google

Tingjun Hou

This author has not been identified. Look up 'Tingjun Hou' in Google