DeepBindPoc: a deep learning method to rank ligand binding pockets using molecular vector representation

Accurate identification of ligand-binding pockets in a protein is important for structure-based drug design. In recent years, several deep learning models were developed to learn important physical–chemical and spatial information to predict ligand-binding pockets in a protein. However, ranking the...

Full description

Bibliographic Details
Main Authors: Haiping Zhang, Konda Mani Saravanan, Jinzhi Lin, Linbu Liao, Justin Tze-Yang Ng, Jiaxiu Zhou, Yanjie Wei
Format: Article
Language:English
Published: PeerJ Inc. 2020-04-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/8864.pdf