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Computational Intelligence in Medical Informatics de Arpad Kelemen

Computational Intelligence in Medical Informatics

Editat de Arpad Kelemen, Ajith Abraham, Yulan Liang
en Limba Engleză Paperback – 2 noi 2014
Medical Informatics (MI) is an emerging interdisciplinary science that deals with clinical health-related information, its structure, acquisition and use. MI is grounded in the principles of computer science, computational intelligence, as well as the clinical and basic sciences. This book deals with the application of computational intelligence in medical informatics. Addressing the various issues of medical informatics using different computational intelligence approaches is the novelty of this edited volume. This volume comprises of 15 chapters including an introductory chapter giving the fundamental definitions and some important research challenges.
Chapters were selected on the basis of fundamental ideas/concepts rather than the thoroughness of techniques deployed.
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Specificații

ISBN-13: 9783642428463
ISBN-10: 3642428460
Pagini: 396
Ilustrații: XV, 379 p.
Dimensiuni: 155 x 235 x 22 mm
Greutate: 0.6 kg
Ediția:2008
Editura: Springer
Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Professional/practitioner

Cuprins

Review of Computational Intelligence for Gene-Gene and Gene-Environment Interactions in Disease Mapping.- Intelligent Approaches to Mining the Primary Research Literature: Techniques, Systems, and Examples.- Intuitionistic Fuzzy Set: Application to Medical Image Segmentation.- Decomposable Aggregability in Population Genetics and Evolutionary Computations: Algorithms and Computational Complexity.- Evolutionary Learning of Neural Structures for Visuo-Motor Control.- Dimension reduction for performing discriminant analysis for microarrays.- Auxiliary tool for the identification of genetic coding sequences in eukaryotic organisms.- Language engineering and information theoretic methods in protein sequence similarity studies.- Gene Expression Imputation Techniques for Robust Post Genomic Knowledge Discovery.- Computational Modelling Strategies for Gene Regulatory Network Reconstruction.- Integration of Brain-Gene Ontology and Simulation Systems for Learning, Modelling and Discovery.- Efficiency and Scalability Issues in Metric Access Methods.- Computational Modelling of the Biomechanics of Epithelial and Mesenchymal Cell Interactions During Morphological Development.- Artificial Chemistry and Molecular Darwinian Evolution of DNA/RNA-Like Systems I - Typogenetics and Chemostat.- Artificial Chemistry and Molecular Darwinian Evolution of DNA/RNA-Like Systems II — Programmable folding.

Textul de pe ultima copertă

Medical Informatics (MI) is an emerging interdisciplinary science that deals with clinical health-related information, its structure, acquisition and use. MI is grounded in the principles of computer science, computational intelligence, as well as the clinical and basic sciences. This book deals with the application of computational intelligence in medical informatics. Addressing the various issues of medical informatics using different computational intelligence approaches is the novelty of this edited volume. This volume comprises of 15 chapters' including an introductory chapter giving the fundamental definitions and some important research challenges.
Chapters were selected on the basis of fundamental ideas/concepts rather than the thoroughness of techniques deployed.

Caracteristici

Reports recent research results on computational intelligence in medical informatics Includes supplementary material: sn.pub/extras