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Updated: May 16, 2025

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MDNN-DTA:一种多式联络深度神经网络,用于药物向 afinity 预测

Xu Gao1,2, Mengfan Yan1,2, Chengwei Zhang1,2

  • 1School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou, China.

Frontiers in genetics
|April 4, 2025
PubMed
概括

我们开发了MDNN-DTA,这是一个深度学习模型,用于仅使用序列数据预测药物向亲和力 (DTA). 这种人工智能方法通过绕过复杂的3D蛋白质结构的需求来提高药物发现效率.

关键词:
注意力机制注意力机制深度学习是一种深度学习.药物目标亲和力预测的预测.功能提取 特性提取多式联网网络是多式联网.

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