Application of the LAD-LASSO as a dimensional reduction technique in the ANN-based QSAR study: Discovery of potent inhibitors using molecular docking simulation
Author:
Publisher
Elsevier BV
Subject
Spectroscopy,Process Chemistry and Technology,Computer Science Applications,Software,Analytical Chemistry
Reference68 articles.
1. Molecular image-convolutional neural network (CNN) assisted QSAR models for predicting contaminant reactivity toward OH radicals: transfer learning, data augmentation and model interpretation;Zhong;Chem. Eng. J.,2021
2. Applications of quantitative structure-Activity relationships (QSAR) based virtual screening in drug design: a review;Achary;Mini Rev. Med. Chem.,2020
3. Computer-aided drug design and drug pharmacokinetic prediction: a mini-review;Tabeshpour;Curr. Pharmaceut. Des.,2018
4. QSAR-based virtual screening: advances and applications in drug discovery;Neves;Front. Pharmacol.,2018
5. Quantitative structure-activity relationship model for classifying the diverse series of antifungal agents using ratio weighted penalized logistic regression;Alharthi;SAR QSAR Environ. Res.,2020
Cited by 5 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. Regression analysis and its application to oil and gas exploration: A case study of hydrocarbon loss recovery and porosity prediction, China;Energy Geoscience;2024-10
2. Chaotic neural network algorithm with competitive learning integrated with partial Least Square models for the prediction of the toxicity of fragrances in sanitizers and disinfectants;Science of The Total Environment;2024-09
3. Computational Investigation of Isoxazole‐Based Molecules as Potential Drug‐Resistant Anti‐Tuberculosis H37Rv.;ChemistrySelect;2023-07-03
4. QSAR facilitating safety evaluation and risk assessment;QSAR in Safety Evaluation and Risk Assessment;2023
5. DPCF: A framework for imputing missing values and clustering data in drug discovery process;Chemometrics and Intelligent Laboratory Systems;2022-12
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