Combining IC50 or Ki Values from Different Sources Is a Source of Significant Noise
Author:
Affiliation:
1. Department of Chemistry and Applied Biosciences, ETH Zurich, Vladimir-Prelog-Weg 2, 8093 Zurich, Switzerland
Publisher
American Chemical Society (ACS)
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.jcim.4c00049
Reference19 articles.
1. A high quality, industrial data set for binding affinity prediction: performance comparison in different early drug discovery scenarios
2. Prospective Validation of Machine Learning Algorithms for Absorption, Distribution, Metabolism, and Excretion Prediction: An Industrial Perspective
3. ChEMBL: a large-scale bioactivity database for drug discovery
4. The ChEMBL Database in 2023: a drug discovery platform spanning multiple bioactivity data types and time periods
5. Variability in Caco-2 and MDCK Cell-Based Intestinal Permeability Assays
Cited by 19 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Optimal Molecular Design: Generative Active Learning Combining REINVENT with Precise Binding Free Energy Ranking Simulations;Journal of Chemical Theory and Computation;2024-09-03
2. Deep contrastive learning enables genome-wide virtual screening;2024-09-03
3. Leveraging multiple data types for improved compound-kinase bioactivity prediction;Nature Communications;2024-08-31
4. Molecular dynamics simulations for the structure-based drug design: targeting small-GTPases proteins;Expert Opinion on Drug Discovery;2024-08-06
5. RESP2: An uncertainty aware multi-target multi-property optimization AI pipeline for antibody discovery;2024-07-31
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3