EP22 当AI遇到小分子药物筛选@贾寅君 episode artwork

EPISODE · Nov 18, 2024 · 30 MIN

EP22 当AI遇到小分子药物筛选@贾寅君

from 医学遗传前沿

本期节目,我们请到了来自清华大学智能产业研究院的贾寅君,一起聊一聊人工智能(AI)如何助力小分子药物筛选,并学习了他最新的工作DrugCLIP,一个微秒级别的小分子药物虚拟筛选工具。应用DrugCLIP,他们完成了首个基因组级别药物虚拟筛选工程,为药物发现从单靶点时代迈向基因组时代奠定了基础。主要内容00:42 寅君弃医从研的心路历程02:42 清华大学智能产业研究院03:40 DrugCLIP工作的缘起05:23 DrugCLIP的主要功能和核心算法16:47 全基因组级别药物筛选18:45 大家如何使用DrugCLIP进行药物筛选24:35 AI+小分子药物筛选的展望相关链接预印本论文:Deep contrastive learning enables genome-wide virtual screening https://www.biorxiv.org/content/10.1101/2024.09.02.610777v2基因组级别虚拟筛选数据库:https://drug-the-whole-genome.yanyanlan.com/若对播客有任何问题或者投稿,请联系我 [email protected],小红书/微博:@撸森森同时也可以加入听友qq群:975276283,谢谢Thanks♪(・ω・)ノ在小宇宙查看该单集文稿

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