Comparative analysis of machine learning methods in ligand-based virtual screening of large compound libraries

10.2174/138620709788167944

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Bibliographic Details
Main Authors:	Ma, X.H., Jia, J., Zhu, F., Xue, Y., Li, Z.R., Chen, Y.Z.
Other Authors:	MEDICINE
Format:	Review
Published:	2011
Subjects:	Activator Adverse drug reaction Agonist Antagonist Compound Computer aided dug design Drug Drug discovery Inhibitor Molecule Pharmacodynamics Pharmacokinetics Statistical learning methods Toxicity Toxicology Virtual screening
Online Access:	http://scholarbank.nus.edu.sg/handle/10635/26961
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-26961
record_format	dspace
spelling	sg-nus-scholar.10635-269612023-10-29T22:08:51Z Comparative analysis of machine learning methods in ligand-based virtual screening of large compound libraries Ma, X.H. Jia, J. Zhu, F. Xue, Y. Li, Z.R. Chen, Y.Z. MEDICINE Activator Adverse drug reaction Agonist Antagonist Compound Computer aided dug design Drug Drug discovery Inhibitor Molecule Pharmacodynamics Pharmacokinetics Statistical learning methods Toxicity Toxicology Virtual screening 10.2174/138620709788167944 Combinatorial Chemistry and High Throughput Screening 12 4 344-357 2011-09-27T05:17:24Z 2011-09-27T05:17:24Z 2009 Review Ma, X.H., Jia, J., Zhu, F., Xue, Y., Li, Z.R., Chen, Y.Z. (2009). Comparative analysis of machine learning methods in ligand-based virtual screening of large compound libraries. Combinatorial Chemistry and High Throughput Screening 12 (4) : 344-357. ScholarBank@NUS Repository. https://doi.org/10.2174/138620709788167944 13862073 http://scholarbank.nus.edu.sg/handle/10635/26961 000266525900003 Scopus
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Activator Adverse drug reaction Agonist Antagonist Compound Computer aided dug design Drug Drug discovery Inhibitor Molecule Pharmacodynamics Pharmacokinetics Statistical learning methods Toxicity Toxicology Virtual screening
spellingShingle	Activator Adverse drug reaction Agonist Antagonist Compound Computer aided dug design Drug Drug discovery Inhibitor Molecule Pharmacodynamics Pharmacokinetics Statistical learning methods Toxicity Toxicology Virtual screening Ma, X.H. Jia, J. Zhu, F. Xue, Y. Li, Z.R. Chen, Y.Z. Comparative analysis of machine learning methods in ligand-based virtual screening of large compound libraries
description	10.2174/138620709788167944
author2	MEDICINE
author_facet	MEDICINE Ma, X.H. Jia, J. Zhu, F. Xue, Y. Li, Z.R. Chen, Y.Z.
format	Review
author	Ma, X.H. Jia, J. Zhu, F. Xue, Y. Li, Z.R. Chen, Y.Z.
author_sort	Ma, X.H.
title	Comparative analysis of machine learning methods in ligand-based virtual screening of large compound libraries
title_short	Comparative analysis of machine learning methods in ligand-based virtual screening of large compound libraries
title_full	Comparative analysis of machine learning methods in ligand-based virtual screening of large compound libraries
title_fullStr	Comparative analysis of machine learning methods in ligand-based virtual screening of large compound libraries
title_full_unstemmed	Comparative analysis of machine learning methods in ligand-based virtual screening of large compound libraries
title_sort	comparative analysis of machine learning methods in ligand-based virtual screening of large compound libraries
publishDate	2011
url	http://scholarbank.nus.edu.sg/handle/10635/26961
_version_	1781410550209576960

Comparative analysis of machine learning methods in ligand-based virtual screening of large compound libraries

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