عنوان

Pharmaceutical data mining :approaches and applications for drug discovery

Standard Number

electronic

Title Proper

Pharmaceutical data mining :approaches and applications for drug discovery

Place of Publication, Distribution, etc.

Hoboken, N.J.

Name of Publisher, Distributor, etc.

Wiley

Date of Publication, Distribution, etc.

2010

Specific Material Designation and Extent of Item

xvi, 561 p., ]4[ p. of plates : ill. )some col.( ; 25 cm

Series Title

Wiley series on technologies for the pharmaceutical industry

Text of Note

Includes bibliographical references and index

Text of Note

Konstantin V. Balakin

Text of Note

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 Jیrgen 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

Entry Element

، Pharmacology

Entry Element

، Data mining

Entry Element

، Computational biology

Entry Element

methods ، Drug Discovery

Entry Element

، Computational Biology

Entry Element

، Data Interpretation, Statistical

Class number

Relator Code

TI

AU Balakin, Konstantin V

SE

SE Wiley series on technologies for the pharmaceutical industry