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A multimodal contrastive learning framework for predicting P-glycoprotein substrates and inhibitors

Yixue Zhang Jialu Wu Yu Kang Tingjun Hou

药物分析学报(英文)2025,Vol.15Issue(8):1810-1824,15.
药物分析学报(英文)2025,Vol.15Issue(8):1810-1824,15.DOI:10.1016/j.jpha.2025.101313

A multimodal contrastive learning framework for predicting P-glycoprotein substrates and inhibitors

A multimodal contrastive learning framework for predicting P-glycoprotein substrates and inhibitors

Yixue Zhang 1Jialu Wu 2Yu Kang 2Tingjun Hou2

作者信息

  • 1. College of Pharmaceutical Sciences,Zhejiang University,Hangzhou,310058,China||Polytechnic Institute of Zhejiang University,Zhejiang University,Hangzhou,310015,China
  • 2. College of Pharmaceutical Sciences,Zhejiang University,Hangzhou,310058,China
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摘要

关键词

P-glycoprotein/Deep learning/Multimodal fusion/Graph contrastive learning

Key words

P-glycoprotein/Deep learning/Multimodal fusion/Graph contrastive learning

引用本文复制引用

Yixue Zhang,Jialu Wu,Yu Kang,Tingjun Hou..A multimodal contrastive learning framework for predicting P-glycoprotein substrates and inhibitors[J].药物分析学报(英文),2025,15(8):1810-1824,15.

基金项目

This work was financially supported by the National Key Research and Development Program of China(Program No.:2022YFF1203003),and the National Natural Science Foundation of China(Grant No.:82373791). (Program No.:2022YFF1203003)

药物分析学报(英文)

2095-1779

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