Machine-learning approaches in drug discovery: methods and applications
Author:
Publisher
Elsevier BV
Subject
Drug Discovery,Pharmacology
Reference142 articles.
1. Applying data mining techniques to library design, lead generation and lead optimization;Weaver;Curr. Opin. Chem. Biol.,2004
2. Target discovery from data mining approaches;Yang;Drug Discov. Today,2009
3. Visualizing the drug target landscape;Campbell;Drug Discov. Today,2010
4. Current trends in ligand-based virtual screening: molecular representations, data mining methods, new application areas, and performance evaluation;Geppert;J. Chem. Inf. Model.,2010
5. Network analysis has diverse roles in drug discovery;Hasan;Drug Discov. Today,2012
Cited by 551 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. Top 20 influential AI-based technologies in chemistry;Artificial Intelligence Chemistry;2024-12
2. HEnsem_DTIs: A heterogeneous ensemble learning model for drug-target interactions prediction;Chemometrics and Intelligent Laboratory Systems;2024-10
3. Navigating the frontier of drug-like chemical space with cutting-edge generative AI models;Drug Discovery Today;2024-09
4. Current strategies to address data scarcity in artificial intelligence-based drug discovery: A comprehensive review;Computers in Biology and Medicine;2024-09
5. AI-powered omics-based drug pair discovery for pyroptosis therapy targeting triple-negative breast cancer;Nature Communications;2024-08-30
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