Benchmarking compound activity prediction for real-world drug discovery applications

Abstract Identifying active compounds for target proteins is fundamental in early drug discovery. Recently, data-driven computational methods have demonstrated promising potential in predicting compound activities. However, there lacks a well-designed benchmark to comprehensively evaluate these meth...

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Bibliographic Details
Main Authors: Tingzhong Tian, Shuya Li, Ziting Zhang, Lin Chen, Ziheng Zou, Dan Zhao, Jianyang Zeng
Format: Article
Language:English
Published: Nature Portfolio 2024-06-01
Series:Communications Chemistry
Online Access:https://doi.org/10.1038/s42004-024-01204-4