Bioinformatics and Computational Biology in Drug Discovery and Development

Bioinformatics and Computational Biology in Drug Discovery and Development

Loging, William T. (Mount Sinai School of Medicine, New York)

Cambridge University Press

07/2018

253

Mole

Inglês

9781108461153

15 a 20 dias

Providing a comprehensive overview of the drug discovery and development pipeline, this book focuses on the integral role that computational biology methods play in this process. Covering technological advances and their relation to drug developmental processes, readers are exposed to new methods of discovery utilising the available technology.
Foreword; Preface: the future of drug discovery and health care Eric Schadt; 1. The art and science of the Drug Discovery Pipeline (DDP) William T. Loging; 2. Computational approaches to drug target identification Thomas B. Freeman and Pek Lum; 3. Understanding human disease knowledge through text mining Raul Rodriguez-Esteban; 4. Integrating translational biomarkers into drug development Jonathan Phillips; 5. Computational phenotypic assessment of small molecules in drug discovery William T. Loging and Thomas B. Freeman; 6. Data visualization and the DDP process Ke Xu; 7. Information visualization - important IT considerations Telmo Silva; 8. The New Drug Application (NDA) and regulatory approval stages William T. Loging, Marilyn Lewis, Bryn Williams-Jones and Roy Mansfield; 9. Clinical trial failures and drug repositioning Mark Crawford and Jeff Handler; Appendix I. Additional knowledge-based analysis approaches Raul Rodriguez-Esteban; Appendix II. Open source tools and public data sources Yirong Wang and William T. Loging; Index.
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