Drug Target Interaction Prediction Method Based on Graph Convolutional Neural Network

Drug Target Interaction Prediction Method Based on Graph Convolutional Neural Network

Drug-target interaction prediction plays an important role in drug discovery and repositioning.However,existing prediction methods have the problem of insufficient predictive performance while processing data with highly unbalance positive and negative samples.Therefore,a novel computational method...

Full description

Bibliographic Details
Main Author: GAO Chuang, LI Jian-hua, JI Xiu-yi, ZHU Cheng-long, LI Shi-liang, LI Hong-lin
Format: Article
Language:zho
Published: Editorial office of Computer Science 2021-10-01
Series:Jisuanji kexue
Subjects:
graph convolutional neural networks|drug-target interactions|heterogeneous information network|machine learning|vector representation
Online Access:http://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2021-10-127.pdf

Internet

http://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2021-10-127.pdf

Similar Items