Complex Systems and Computational Biology Approaches to Acute Inflammation: A Framework for Model-based Precision Medicine by Yoram Vodovotz, Gary An (Paperback, 2021)

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About this product

Product Information

This second edition expands upon and updates the vital research covered in its predecessor, by presenting state-of-the-art multidisciplinary and systems-oriented approaches to complex diseases arising from and driven by the acute inflammatory response. The chapters in this volume provide an introduction to different types of computational modeling, and how these methods can be applied to specific inflammatory diseases, with a focus on providing readers a roadmap for integrating advanced mathematical and computational techniques with traditional experimental methods. In this second edition, we cover both well-established and emerging modeling methods, especially state-of-the-art machine learning approaches and the integration of data-driven and mechanistic modeling. This volume introduces the concept of Model-based Precision Medicine as an alternative approach to the current view of Precision Medicine, based on leveraging mechanistic computational modeling to decrease cost while increasing the information value of the data being obtained. By presenting the role of computational modeling as an integrated component of the research process, Complex Systems and Computational Biology Approaches to Acute Inflammation: A Framework for Model-based Precision Medicine offers a window into the recent past, the present, and the future of computationally-augmented biomedical research.

Product Identifiers

PublisherSpringer Nature Switzerland Ag
ISBN-139783030565121
eBay Product ID (ePID)17050551082

Product Key Features

Number of Pages312 Pages
LanguageEnglish
Publication NameComplex Systems and Computational Biology Approaches to Acute Inflammation: A Framework for Model-based Precision Medicine
Publication Year2021
SubjectMedicine, Engineering & Technology, Biology
TypeTextbook
AuthorYoram Vodovotz, Gary an
FormatPaperback

Dimensions

Item Height235 mm
Item Width155 mm

Additional Product Features

EditorYoram Vodovotz, Gary an
Country/Region of ManufactureSwitzerland
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