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The Practical Bioinformatician by Wong Limsoon

The Practical Bioinformatician

by Wong Limsoon
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Book cover type: Hardcover
  • ISBN13: 9789812388469
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: World Scientific Publishing Company
  • Publisher Imprint: World Scientific Publishing Company
  • Publication Date:
  • Pages: 540
  • Original Price: USD 197.0
  • Language: English
  • Edition: N/A
  • Item Weight: 885 grams
  • BISAC Subject(s): Marketing / Multilevel

Computer scientists have increasingly been enlisted as "bioinformaticians" to assist molecular biologists in their research. This book is a practical introduction to bioinformatics for these computer scientists. The chapters are in-depth discussions by expert bioinformaticians on both general techniques and specific approaches to a range of selected bioinformatics problems. The book is organized into clusters of chapters on the following topics:

- Overview of modern molecular biology and a broad spectrum of techniques from computer science -- data mining, machine learning, mathematical modeling, sequence alignment, data integration, workflow development, etc.

- In-depth discussion of computational recognition of functional and regulatory sites in DNA sequences.

- Incisive discussion of computational prediction of secondary structure of RNA sequences.

- Overview of computational prediction of protein cellular localization, and selected discussions of inference of protein function.

- Overview of methods for discovering protein-protein interactions.

- Detailed discussion of approaches to gene expression analysis for the diagnosis of diseases, the treatment of diseases, and the understanding of gene functions.

- Case studies on analysis of phylogenies, functional annotation of proteins, construction of purpose-built integrated biological databases, and development of workflows underlying the large-scale-effort gene discovery.

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