| 期刊全稱 | Biological Networks in Human Health and Disease | | 影響因子2023 | Romana Ishrat | | 視頻video | http://file.papertrans.cn/188/187419/187419.mp4 | | 發(fā)行地址 | Presents tools of network biology for understanding disease dynamics.Examines opportunities and challenges in network medicine.Reviews the role of machine learning in analyzing the biological networks | | 圖書封面 |  | | 影響因子 | 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..? | | Pindex | Book 2023 |
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