Béla Suki Jason H. T. Bates Suki Mathematical Modeling of the Healthy and Diseased Lung

Mathematical Modeling of the Healthy and Diseased Lung

von Béla Suki Jason H. T. Bates

Linking Structure, Biomechanics, and Mechanobiology

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Beschreibung

The lung is a complex multiscale organ that serves as the primary interface between the environment and the tissues of the body. Homeostatic maintenance of lung function throughout life is essential for health. While failure of lung homeostasis underlies many of the most common chronic diseases that afflict mankind, the precise pathophysiologic mechanisms involved are often unclear. Investigative techniques such as microscopic imaging and atomic force microscopy are providing new insights into lung tissue properties at the micro scale. It nevertheless remains to be seen how this growing body of information can be integrated into a comprehensive picture of the lung. Mathematical and computational modeling has emerged as an essential tool for gaining such a holistic understanding. This book introduces the reader to the art of modeling as a means of linking lung structure to function over multiple length scales from the intracellular level to that of the whole organ, with specific attention given to the pathophysiology of a number of common lung diseases and aging.


The lung is a complex multiscale organ that serves as the primary interface between the environment and the tissues of the body. Homeostatic maintenance of lung function throughout life is essential for health. While failure of lung homeostasis underlies many of the most common chronic diseases that afflict mankind, the precise pathophysiologic mechanisms involved are often unclear. Investigative techniques such as microscopic imaging and atomic force microscopy are providing new insights into lung tissue properties at the micro scale. It nevertheless remains to be seen how this growing body of information can be integrated into a comprehensive picture of the lung. Mathematical and computational modeling has emerged as an essential tool for gaining such a holistic understanding. This book introduces the reader to the art of modeling as a means of linking lung structure to function over multiple length scales from the intracellular level to that of the whole organ, with specific attention given to the pathophysiology of a number of common lung diseases and aging.


Covers modeling methodology of the health lung Includes disease modeling for acute lung injury, pulmonary fibrosis, emphysema, asthma, lung aging, and more Looks to the future of modeling: AI-based predications, hybrid physics, and implications for treatments

Autor*in

Béla Suki

Themen in »Mathematical Modeling of the Healthy and Diseased Lung«

Computational Modeling lung Computational Modeling healthy lung Computational Modeling diseased lung Lumped-element model lung lung tissue elasticity mechanics lung disease modeling acute lung injury pulmonary fibrosis modeling emphysema modeling asthma modeling lung defenses modeling lung aging modeling AI lung modeling hybrid physics lung lung modeling applications

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Details

ISBN: 9783031953248
Verlag: Springer International Publishing
Erscheinung: 12.07.2026

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