Statistical learning approach for predicting specific pharmacodynamic, pharmacokinetic, or toxicological properties of pharmaceutical agents

Statistical learning approach for predicting specific pharmacodynamic, pharmacokinetic, or toxicological properties of pharmaceutical agents

10.1002/ddr.20044

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Bibliographic Details
Main Authors: Li, H., Yap, C.W., Xue, Y., Li, Z.R., Ung, C.Y., Han, L.Y., Chen, Y.Z.
Other Authors: COMPUTATIONAL SCIENCE
Format: Review
Published: 2014
Subjects:
Feature selection
Molecular descriptors
Pharmacodynamic
Pharmacokinetic
QSAR
Statistical learning methods
Toxicology
Online Access:http://scholarbank.nus.edu.sg/handle/10635/102547
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Institution: National University of Singapore
id sg-nus-scholar.10635-102547
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spelling sg-nus-scholar.10635-1025472024-11-14T09:04:53Z Statistical learning approach for predicting specific pharmacodynamic, pharmacokinetic, or toxicological properties of pharmaceutical agents Li, H. Yap, C.W. Xue, Y. Li, Z.R. Ung, C.Y. Han, L.Y. Chen, Y.Z. COMPUTATIONAL SCIENCE BIOLOGICAL SCIENCES Feature selection Molecular descriptors Pharmacodynamic Pharmacokinetic QSAR Statistical learning methods Toxicology 10.1002/ddr.20044 Drug Development Research 66 4 245-259 DDRED 2014-10-27T08:49:22Z 2014-10-27T08:49:22Z 2005-12 Review Li, H., Yap, C.W., Xue, Y., Li, Z.R., Ung, C.Y., Han, L.Y., Chen, Y.Z. (2005-12). Statistical learning approach for predicting specific pharmacodynamic, pharmacokinetic, or toxicological properties of pharmaceutical agents. Drug Development Research 66 (4) : 245-259. ScholarBank@NUS Repository. https://doi.org/10.1002/ddr.20044 02724391 http://scholarbank.nus.edu.sg/handle/10635/102547 000237172500001 Scopus
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic Feature selection
Molecular descriptors
Pharmacodynamic
Pharmacokinetic
QSAR
Statistical learning methods
Toxicology
spellingShingle Feature selection
Molecular descriptors
Pharmacodynamic
Pharmacokinetic
QSAR
Statistical learning methods
Toxicology
Li, H.
Yap, C.W.
Xue, Y.
Li, Z.R.
Ung, C.Y.
Han, L.Y.
Chen, Y.Z.
Statistical learning approach for predicting specific pharmacodynamic, pharmacokinetic, or toxicological properties of pharmaceutical agents
description 10.1002/ddr.20044
author2 COMPUTATIONAL SCIENCE
author_facet COMPUTATIONAL SCIENCE
Li, H.
Yap, C.W.
Xue, Y.
Li, Z.R.
Ung, C.Y.
Han, L.Y.
Chen, Y.Z.
format Review
author Li, H.
Yap, C.W.
Xue, Y.
Li, Z.R.
Ung, C.Y.
Han, L.Y.
Chen, Y.Z.
author_sort Li, H.
title Statistical learning approach for predicting specific pharmacodynamic, pharmacokinetic, or toxicological properties of pharmaceutical agents
title_short Statistical learning approach for predicting specific pharmacodynamic, pharmacokinetic, or toxicological properties of pharmaceutical agents
title_full Statistical learning approach for predicting specific pharmacodynamic, pharmacokinetic, or toxicological properties of pharmaceutical agents
title_fullStr Statistical learning approach for predicting specific pharmacodynamic, pharmacokinetic, or toxicological properties of pharmaceutical agents
title_full_unstemmed Statistical learning approach for predicting specific pharmacodynamic, pharmacokinetic, or toxicological properties of pharmaceutical agents
title_sort statistical learning approach for predicting specific pharmacodynamic, pharmacokinetic, or toxicological properties of pharmaceutical agents
publishDate 2014
url http://scholarbank.nus.edu.sg/handle/10635/102547
_version_ 1821211476103266304

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