Pharmaceutical data mining
Subtitle: approaches and applications for drug discovery
By: [edited by] Konstantin V. Balakin.
Contributors: Balakin, Konstantin V.
Publisher: Wiley
Published: 2010
Place of publication: Hoboken, N.J
Language: eng
ISBN-13: 9780470196083
Subjects: Pharmacology; Data mining; Computational biology; Drug Discovery -- methods; Computational Biology; Data Interpretation, Statistical
Notes: Includes bibliographical references and index.
Table of contents: title: A history of the development of datamining in pharmaceutical research / David J. Livingstone and John Bradshaw; title: Drug gold and data dragons : myths and realities of data mining in the pharmaceutical industry / Barry Robson and Andy Vaithiligam; title: Application of data mining algorithms in pharmaceutical research and development / Konstantin V. Balakin; title: Data mining approaches for compound selection and iterative screening / Martin Vogt and Jürgen Bajorath; title: Prediction of toxic effects of pharmaceutical agents / Andreas Maunz and Christoph Helma; title: Chemogenomics-based design of GPCR-targeted libraries using data mining techniques / Konstantin V. Balakin and Elena V. Bovina; title: Mining high-throughput screening data by novel knowledge-based optimization analysis / S. Frank Yan ... [et al.]; title: Mining DNA microarray gene expression data / Paolo Magni; title: Bioinformatics approaches for analysis of protein-ligand interactions / Munazah Andrabi ... [et al.]; title: Analysis of toxicogenomics databases / Lyle D. Burgoon; title: Bridging the pharmaceutical shortfall : informatics approaches to the discovery of vaccines, antigens, epitopes, and adjuvants / Matthew N. Davies and Darren R. Flower; title: Data mining in pharmacovigilance / Manfred Hauben and Andrew Bate; title: Data-mining methods as tools for predicting individual drug response / Sabbagh Audrey and Darlu Pierre; title: Data mining methods in pharmaceutical formulation / Raymond C. Rowe and Elizabeth A Colbourn; title: Dimensionality reduction techniques for pharmaceutical data mining / Igor V. Pletnev, Yan A. Ivanenkov, and Alexey V. Tarasov; title: Advanced methods of artificial intelligence in the design of pharmaceutical agents / Yan A. Ivanenkov and Ludmila M. Khandarova; title: Databases for chemical and biological information / Tudor I. Oprea, Liliana Ostopovici-Halip, Ramona Rad-Curpan; title: Mining chemical structural information from the literature / Debra L. Banville.