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Updated: Sep 18, 2025

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通过双阶段注意力和贝叶斯校准与主动学习进行可解释的药物相互作用预测

Rongpei Li1,2, Yufang Zhang1, Heqi Sun1

  • 1State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences and School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China.

PeerJ. Computer science
|June 26, 2025
PubMed
概括

本研究介绍了DABI-DDI,这是一个新的计算框架,用于预测药物相互作用 (DDI) 和减少错误阳性. 它通过识别高风险组合和提供生物见解来提高药物安全性.

关键词:
积极学习是指积极学习.贝叶斯的校准是贝叶斯的校准.药物相互作用 药物相互作用两个阶段的注意力网络.在 LSTM 网络中,网络药理学 网络药理学

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