Machine Learning and Systems Biology in Genomics and Health

Language: English

Published by Springer, 2022

9811659923 / 9789811659928

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - This book discusses the application of machine learning in genomics. Machine Learning offers ample opportunities for Big Data to be assimilated and comprehended effectively using different frameworks. Stratification, diagnosis, classification and survival predictions encompass the different health care regimes representing unique challenges for data pre-processing, model training, refinement of the systems with clinical implications. The book discusses different models for in-depth analysis of different conditions. Machine Learning techniques have revolutionized genomic analysis. Different chapters of the book describe the role of Artificial Intelligence in clinical and genomic diagnostics. It discusses how systems biology is exploited in identifying the genetic markers for drug discovery and disease identification. Myriad number of diseases whether be infectious, metabolic, cancer can be dealt in effectively which combines the different omics data for precision medicine. Major breakthroughs in the field would help reflect more new innovations which are at their pinnacle stage.This book is useful for researchers in the fields of genomics, genetics, computational biology and bioinformatics.

Seller Inventory # 9789811659928

Title
Machine Learning and Systems Biology in Genomics and Health
Author
Shailza Singh
Publisher
Springer
Publication year
2022
Condition
Neu
Binding
Buch
Language
English
ISBN 10
9811659923
ISBN 13
9789811659928
Item weight
580 grams
Dimensions
241x160x18 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

Item30 to 40 business days7 to 14 business days
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