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Complex Systems and Computational Biology Approaches to Acute Inflammation: A Framework for Model-Based Precision Medicine

Complex Systems and Computational Biology Approaches to Acute Inflammation: A Framework for Model-Based Precision Medicine

Hardcover

Medical ReferenceAnatomy & PhysiologyGeneral Computers

ISBN10: 3030565092
ISBN13: 9783030565091
Publisher: Springer Nature
Published: Nov 5 2020
Pages: 312
Weight: 1.39
Height: 0.75 Width: 6.14 Depth: 9.21
Language: English

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.

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Anatomy & Physiology