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Computational Medicine

Name: Computational Medicine
Brand: Springer Verlag GmbH
SKU: 9783709109465
Price: 992.21 RON
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Tools and Challenges

Autor: Zlatko Trajanoski

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Legare: Copertă tare

Editura: Springer Verlag GmbH

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Computational methodologies and modeling play an increasing role for investigating mechanisms, and f...

Informații despre carte

Autor

Zlatko Trajanoski

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2012

Pagini

203

EAN

9783709109465

ISBN

3709109469

Enbook ID

01705710

Editura

Springer Verlag GmbH

Greutate

621

Dimensiuni

178 x 254 x 17

Descriere completă

Computational methodologies and modeling play an increasing role for investigating mechanisms, and for diagnosis and therapy of human diseases. This progress gave rice to computational medicine, an interdisciplinary field at the interface of computer science and medicine. The main focus of computational medicine lies in the development of data analysis methods and mathematical modeling and computational simulation techniques specifically addressing medical problems. In this book we present a number of computational medicine topics spanning several scales: from molecular to cell to organ and organism. First, state-of-the-art IT infrastructure for biomedical research is presented. Then four hierarchical scales are shown: 1) At the molecular level tools are reviewed for the analysis of genome variations, gene expression data, protein sequence data, proteomics, metabolomics, and 3D structural data; 2) At the cellular level approaches in oncology and artherosclerosis are highlighted; 3) At the organ level computational anatomy tools are described; and 4) at the organism level multi-scale modeling approach with special focus on oncology is presented.Computational methodologies and modeling play an increasing role for investigating mechanisms, and for diagnosis and therapy of human diseases. This progress gave rice to computational medicine, an interdisciplinary field at the interface of computer science and medicine. The main focus of computational medicine lies in the development of data analysis methods and mathematical modeling and computational simulation techniques specifically addressing medical problems. In this book we present a number of computational medicine topics spanning several scales: from molecular to cell to organ and organism. First, state-of-the-art IT infrastructure for biomedical research is presented. Then four hierarchical scales are shown: 1) At the molecular level tools are reviewed for the analysis of genome variations, gene expression data, protein sequence data, proteomics, metabolomics, and 3D structural data; 2) At the cellular level approaches in oncology and artherosclerosis are highlighted; 3) At the organ level computational anatomy tools are described; and 4) at the organism level multi-scale modeling approach with special focus on oncology is presented.

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Computational Medicine

Tools and Challenges

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