ENGLISH

Biological Networks in Human Health and Disease

By Romana Ishrat (editor)

Book information

Publisher
Springer
Year
2023
ISBN
9819942411, 9789819942411
Language
english
Format
EPUB
Filesize
17 MB (17818696 bytes)
Edition
1st ed. 2023
Pages
135\0
Time added
2023-12-20 12:50:43

Description

This book presents methods and tools of network biology and bioinformatics for understanding the disease dynamics and identification of drug targets. The initial section of chapters introduce the theoretical aspects followed by the different applications for construction and analysis of biological networks, methods for identifying crucial nodes in networks, and network dynamics. The book covers the latest advances in the network medicine, exploring the different types of biological networks, and their applications. It further reviews the role of R language in the network-based approaches that help in understanding biological systems and identifying biological functions. Towards the end, the book explores the recent developments and applications in machine learning and its potential for advancing network biology. Finally, the book elucidates a comprehensive yet a representative description of challenges associated with the understanding of disease dynamics using network biology. Given its scope, the book is intended for researchers and advanced postgraduate students of bioinformatics, computational biology, and medical sciences. ​

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