你需要的只是注意:利用注意力在AI支持的药物发现中
Yang Zhang1, Caiqi Liu2,3, Mujiexin Liu4
1Innovative Institute of Chinese Medicine and Pharmacy, Academy for Interdiscipline, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
Briefings in bioinformatics
|January 8, 2024
概括
基于注意力的模型正在用其先进的数据处理能力彻底改变药物发现. 这些人工智能工具通过改进分子查,预测和生成来加速新药的开发.
科学领域:
- 人工智能在药物发现中的作用
- 计算化学计算化学
- 机器学习用于制药产品
背景情况:
- 由于其性能和可解释性,注意力机制和衍生模型在药物开发中显示出显著的希望.
- 这些模型擅长处理制药研究中固有的复杂数据结构.
结论:
- 基于注意力的模型将在加速制药领域的突破中发挥关键作用.
- 预计这些人工智能技术将在药物开发的速度和效率方面取得重大进展.
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