MFSynDCP: multi-source feature collaborative interactive learning for drug combination synergy prediction

Abstract Drug combination therapy is generally more effective than monotherapy in the field of cancer treatment. However, screening for effective synergistic combinations from a wide range of drug combinations is particularly important given the increase in the number of available drug classes and p...

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Bibliographic Details

Published in:	BMC Bioinformatics
Main Authors:	Yunyun Dong, Yunqing Chang, Yuxiang Wang, Qixuan Han, Xiaoyuan Wen, Ziting Yang, Yan Zhang, Yan Qiang, Kun Wu, Xiaole Fan, Xiaoqiang Ren
Format:	Article
Language:	English
Published:	BMC 2024-04-01
Subjects:	Drug combination Synergistic effect Graph attention network Anti-tumor Deep learning
Online Access:	https://doi.org/10.1186/s12859-024-05765-y