Complex systems in biomedicine
著者
書誌事項
Complex systems in biomedicine
Springer-Verlag, c2006
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注記
Includes bibliographical references and index
HTTP:URL=http://www.loc.gov/catdir/enhancements/fy0663/2006923296-d.html Information=Publisher description
内容説明・目次
内容説明
Mathematicalmodelingofhumanphysiopathologyisatremendouslyambitioustask. It encompasses the modeling of most diverse compartments such as the cardiovas- lar,respiratory,skeletalandnervoussystems,aswellasthemechanicalandbioch- ical interaction between blood ?ow and arterial walls, and electrocardiac processes and electric conduction in biological tissues. Mathematical models can be set up to simulate both vasculogenesis (the aggregation and organization of endothelial cells dispersed in a given environment) and angiogenesis (the formation of new vessels sprouting from an existing vessel) that are relevant to the formation of vascular networks, and in particular to the description of tumor growth. The integration of models aimed at simulating the cooperation and interrelation of different systems is an even more dif?cult task. It calls for the setting up of, for instance, interaction models for the integrated cardio-vascular system and the interplay between the central circulation and peripheral compartments, models for the mid-to-long range cardiovascular adjustments to pathological conditions (e.g., to account for surgical interventions, congenital malformations, or tumor growth), models for integration among circulation, tissue perfusion, biochemical and thermal regulation, models for parameter identi?cation and sensitivity analysis to parameter changes or data uncertainty - and many others.
目次
Inverse problems in biomedical imaging: modeling and methods of solution.- Stochastic geometry and related statistical problems in biomedicine.- Mathematical modelling of tumour growth and treatment.- Modelling the formation of capillaries.- Numerical methods for delay models in biomathematics.- Computational electrocardiology: mathematical and numerical modeling.- The circulatory system: from case studies to mathematical modeling.
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