Computational Bioengineering and Bioinformatics
Autor: | Nenad Filipovic |
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EAN: | 9783030436582 |
eBook Format: | |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 11.03.2020 |
Untertitel: | Computer Modelling in Bioengineering |
Kategorie: | |
Schlagworte: | Biomechanics;Cardiovascular Engineering;Patient Specific Modelling;Population Based Modelling;Multiscale Modelling;Molecular Dynamics;Dissipative Particle Dynamics;Data Mining Application in Medicine;Neural Engineering;Biomedical Decision Support Sys |
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This book explores the latest and most relevant topics in the field of computational bioengineering and bioinformatics, with a particular focus on patient-specific, disease-progression modeling. It covers computational methods for cardiovascular disease prediction, with an emphasis on biomechanics, biomedical decision support systems, data mining, personalized diagnostics, bio-signal processing, protein structure prediction, biomedical image processing, analysis and visualization, and high-performance computing. It also discusses state-of-the-art tools for disease characterization, and recent advances in areas such as biomechanics, cardiovascular engineering, patient-specific modeling, population-based modeling, multiscale modeling, image processing, data mining, biomedical decision-support systems, signal processing, biomaterials and dental biomechanics, tissue and cell engineering, computational chemistry and high-performance computing. As such, it is a valuable resource for researchers, medical and bioengineering students, and medical device and software experts