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Fast-adapting graph neural network with prior knowledge for drug response prediction across preclinical and clinical data

Hui Guo Xiang Lv Shenghao Li Daichuan Ma Yizhou Li Menglong Li

药物分析学报（英文）2025，Vol.15Issue(10)：2457-2469,13.

药物分析学报（英文）2025，Vol.15Issue(10)：2457-2469,13.DOI:10.1016/j.jpha.2025.101386

Fast-adapting graph neural network with prior knowledge for drug response prediction across preclinical and clinical data

Hui Guo ¹Xiang Lv ¹Shenghao Li ¹Daichuan Ma ²Yizhou Li ³Menglong Li¹

作者信息

1. College of Chemistry,Sichuan University,Chengdu,610064,China
2. Analytical & Testing Center,Sichuan University,Chengdu,610064,China
3. College of Cyber Science and Engineering,Sichuan University,Chengdu,610064,China
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摘要

关键词

Few-shot learning/Multi-modal fusion/Explainable artificial intelligence/Drug response prediction

Key words

Few-shot learning/Multi-modal fusion/Explainable artificial intelligence/Drug response prediction

引用本文复制引用

Hui Guo,Xiang Lv,Shenghao Li,Daichuan Ma,Yizhou Li,Menglong Li..Fast-adapting graph neural network with prior knowledge for drug response prediction across preclinical and clinical data[J].药物分析学报（英文）,2025,15(10):2457-2469,13.

基金项目

This work was supported by the grants from the National Natural Science Foundation of China(Grant No.:22173065)and the funding from Science & Technology Department of Sichuan Province(Grant No.:2023NSFSC0633). （Grant No.:22173065）

药物分析学报（英文）

ISSN：2095-1779

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