Coloring Molecules with Explainable Artificial Intelligence for Preclinical Relevance Assessment
Author:
Affiliation:
1. Department of Chemistry and Applied Biosciences, RETHINK, ETH Zurich, 8049 Zurich, Switzerland
2. Department of Medicinal Chemistry, Boehringer Ingelheim Pharma GmbH & Co. KG, Birkendorfer Straße 65, 88397 Biberach an der Riss, Germany
Funder
Eidgen?ssische Technische Hochschule Z?rich
Schweizerischer Nationalfonds zur F?rderung der Wissenschaftlichen Forschung
Boehringer Ingelheim
Publisher
American Chemical Society (ACS)
Subject
Library and Information Sciences,Computer Science Applications,General Chemical Engineering,General Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.jcim.0c01344
Reference93 articles.
1. Multi-objective optimization methods in drug design
2. QSAR without borders
3. A General Method for Exploiting QSAR Models in Lead Optimization
4. Beyond the hype: deep neural networks outperform established methods using a ChEMBL bioactivity benchmark set
Cited by 52 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. The state-of-the-art machine learning model for Plasma Protein Binding Prediction: computational modeling with OCHEM and experimental validation;2024-07-16
2. Explainable chemical artificial intelligence from accurate machine learning of real-space chemical descriptors;Nature Communications;2024-05-21
3. Interpreting Neural Network Models for Toxicity Prediction by Extracting Learned Chemical Features;Journal of Chemical Information and Modeling;2024-04-30
4. Enhancing property and activity prediction and interpretation using multiple molecular graph representations with MMGX;Communications Chemistry;2024-04-05
5. Neural multi-task learning in drug design;Nature Machine Intelligence;2024-02-20
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