Biological Networks in Human Health and Disease

£179.99

Biological Networks in Human Health and Disease

Diseases and disorders Computational biology / bioinformatics

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Collection: Biomedical and Life Sciences

Language: English

Published by: Springer

Published on: 13 October 2023

Format: LCP-protected ePub

ISBN: 9789819942428


Introduction

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.

Advances in Network Medicine

The book covers the latest advances in 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.

Recent Developments

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.

Intended Audience

Given its scope, the book is intended for researchers and advanced postgraduate students of bioinformatics, computational biology, and medical sciences.

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