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MVCASyn:Predicting Synergistic Drug Combinations Based on Multi-View Learning and Cross-Attention Mechanism

谢陈亮 赵皓晨 王建新

计算机科学技术学报(英文版)2025,Vol.40Issue(6):1626-1638,13.
计算机科学技术学报(英文版)2025,Vol.40Issue(6):1626-1638,13.DOI:10.1007/s11390-025-4928-8

MVCASyn:Predicting Synergistic Drug Combinations Based on Multi-View Learning and Cross-Attention Mechanism

MVCASyn:Predicting Synergistic Drug Combinations Based on Multi-View Learning and Cross-Attention Mechanism

谢陈亮 1赵皓晨 1王建新1

作者信息

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摘要

关键词

anticancer drug combination/molecular representation learning/synergistic prediction

Key words

anticancer drug combination/molecular representation learning/synergistic prediction

引用本文复制引用

谢陈亮,赵皓晨,王建新..MVCASyn:Predicting Synergistic Drug Combinations Based on Multi-View Learning and Cross-Attention Mechanism[J].计算机科学技术学报(英文版),2025,40(6):1626-1638,13.

基金项目

This work was supported in part by the National Natural Science Foundation of China under Grant Nos.U22A2041,62272309,and 62472202,the National Funded Postdoctoral Program of China under Grant No.G2C20233162,and the Science and Technolo-gy Major Project of Changsha under Grant No.kh2402004.This work was carried out in part using computing resources of the High Performance Computing Center of Central South University,Changsha. ()

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