An improved 3D quantitative structure-activity relationships (QSAR) of molecules with CNN-based partial least squares model
Author:
Publisher
Elsevier BV
Subject
General Medicine
Reference33 articles.
1. Current trends in ligand-based virtual screening: molecular representations, data mining methods, new application areas, and performance evaluation;Geppert;J Chem Inf Model,2010
2. Linear QSAR regression models for the prediction of bioconcentration factors by physicochemical properties and structural theoretical molecular descriptors;Papa;Chemosphere,2007
3. Quantum-chemical descriptors in QSAR/QSPR studies;Karelson;Chem Rev,1996
4. Comparison of a neural net-based QSAR algorithm (PCANN) with hologram-and multiple linear regression-based QSAR approaches: application to 1, 4-dihydropyridine-based calcium channel antagonists;Viswanadhan;J Chem Inf Comput Sci,2001
5. Megavariate analysis of environmental QSAR data. Part I–A basic framework founded on principal component analysis (PCA), partial least squares (PLS), and statistical molecular design (SMD);Eriksson;Mol Divers,2006
Cited by 1 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. Revolutionizing Medicinal Chemistry: The Application of Artificial Intelligence (AI) in Early Drug Discovery;Pharmaceuticals;2023-09-06
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