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Apr, 2018
基于注意力多视图图自编码器的药物相似性整合
Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders
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Tengfei Ma, Cao Xiao, Jiayu Zhou, Fei Wang
TL;DR
本研究使用多视图图形自编码器模型和注意机制来整合多种药物特征,从而学习准确和可解释的药物相似性度量,实验证明模型能够显著提高预测准确性和模型容量。
Abstract
drug similarity
has been studied to support downstream
clinical tasks
such as inferring novel properties of drugs (e.g. side effects, indications, interactions) from known properties. The growing availability of
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