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portada Bioinformatics: The Machine Learning Approach
Type
Physical Book
Illustrated by
Publisher
Author
Language
English
Pages
245
Format
Hardcover
Dimensions
27.9x21.6x1.6 cm
Weight
0.86 kg.
ISBN13
9781639897339

Bioinformatics: The Machine Learning Approach

Gianni Russell (Illustrated by) · States Academic Press · Hardcover

Bioinformatics: The Machine Learning Approach - Russell, Gianni

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Synopsis "Bioinformatics: The Machine Learning Approach "

Bioinformatics is the application of tools of computation and analysis for capturing and interpreting biological data. Machine learning is a branch of artificial intelligence and computer science that has applications in multiple fields. Machine learning in bioinformatics involves the application of machine learning algorithms to bioinformatics such as proteomics, genomics, microarrays, evolution, text mining and systems biology. Genomics is a prominent area of bioinformatics involved in the study of genome mapping, genomic expression regulation, and genome evolution and editing. In medical diagnostics, some of the major applications of machine learning in genomics are genome sequencing, gene editing, and improving clinical workflow. This book outlines a machine learning approach towards bioinformatics. A number of latest researches have been included to keep the readers updated with the global concepts in this area of study. It aims to serve as a resource guide for students and experts alike and contribute to the growth of the discipline.

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