Bioinformatics and the Cell: Modern Approaches in Genomics, Proteomics and Transcriptomics
* Publisher: Springer
* Number Of Pages: 350
* Publication Date: 2007-06
* Sales Rank:
* ISBN / ASIN: 0387713360
* EAN: 9780387713366
* Binding: Hardcover
* Manufacturer: Springer
* Studio: Springer
* Average Rating:
* Total Reviews:
Book Description:
The
many books that have been written on bioinformatics tend to fall on two
extremes: books that feature computational details with a great deal of
mathematics, for computational scientists and mathematicians, or books
that treat bioinformatics mostly as a giant black box, for biologists.
Previous books written on bioinformatics often have limited
contribution to creating interdisciplinary scientists needed in modern
biological and biomedical sciences.
This book aims to render
both mathematical equations and biology to numbers, to help truly
interdisciplinary scientists. Although the book covers bioinformatics
methods at a level more advanced than most other bioinformatics books,
the extensive numerical illustration of these methods should make it
accessible to most senior undergraduate students and graduate students
majoring in science and software engineering. Nearly all algorithms in
the book are implemented in a free and user-friendly computer program
(DAMBE).
Written for:
Researchers, graduate students, post docs in biology working in bioinformatics, genomics, proteomics
Table of contents
BLAST
and FASTA.- Sequence Alignment.- Contig Assembly.- DNA Replication and
Viral Evolution.- Gene and Motif Prediction.- Hidden Markov Models.-
Gibbs Sampler.- Bioinformatics and Vertebrate Mitochondria.-
Characterizing Translation Efficiency.- Protein Isoelectric Point.-
Bioinformatics and Two-Dimensional Protein Separation.- Self-Organizing
Map and Other Clustering Algorithms.- Molecular Phylogenetics.-
Fundamentals of Proteomics.
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