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- 题名/责任者:
- Pharmaceutical data mining : approaches and applications for drug discovery / edited by Konstantin V. Balakin.
- 出版发行项:
- Hoboken, N.J. : Wiley, c2010.
- ISBN:
- 9780470196083 (cloth)
- ISBN:
- 0470196084 (cloth)
- 载体形态项:
- xvi, 561 p., [4] p. of plates : ill. (some col.) ; 25 cm.
- 附加个人名称:
- Balakin, Konstantin V.
- 论题主题:
- Pharmacology.
- 论题主题:
- Data mining.
- 论题主题:
- Computational biology.
- 论题主题:
- Drug Discovery-methods.
- 论题主题:
- Computational Biology.
- 中图法分类号:
- R319
- 书目附注:
- Includes bibliographical references and index.
- 内容附注:
- A history of the development of data mining in pharmaceutical research / David J. Livingstone and John Bradshaw -- Drug gold and data dragons : myths and realities of data mining in the pharmaceutical industry / Barry Robson and Andy Vaithiligam -- Application of data mining algorithms in pharmaceutical research and development / Konstantin V. Balakin and Nikolay P. Savchuk -- Data mining approaches for compound selection and iterative screening / Martin Vogt and Jürgen Bajorath -- Prediction of toxic effects of pharmaceutical agents / Andreas Maunz and Christoph Helma -- Chemogenomics-based design of GPCR-targeted libraries using data mining techniques / Konstantin V. Balakin and Elena V. Bovina -- Mining high-throughput screening data by novel knowledge-based optimization analysis / S. Frank Yan ... [et al.] -- Mining DNA microarray gene expression data / Paolo Magni -- Bioinformatics approaches for analysis of protein-ligand interactions / Munazah Andrabi ... [et al.] -- Analysis of toxicogenomics databases / Lyle D. Burgoon -- Bridging the pharmaceutical shortfall : informatics approaches to the discovery of vaccines, antigens, epitopes, and adjuvants / Matthew N. Davies and Darren R. Flower -- Data mining in pharmacovigilance / Manfred Hauben and Andrew Bate -- Data mining methods as tools for predicting individual drug response / Audrey Sabbagh and Pierre Darlu -- Data mining methods in pharmaceutical formulation / Raymond C. Rowe and Elizabeth A. Colbourn -- Dimensionality reduction techniques for pharmaceutical data mining / Igor V. Pletnev, Yan A. Ivanenkov, and Alexey V. Tarasov -- Advanced artificial intelligence methods used in the design of pharmaceutical agents / Yan A. Ivanenkov and Ludmila M. Khandarova -- Databases for chemical and biological information / Tudor I. Oprea, Liliana Ostopovici-Halip, and Ramona Rad-Curpan -- Mining chemical structural information from the literature / Debra L. Banville.
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