Methods Models And Computation For Medical Informatics

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Methods, Models, and Computation for Medical Informatics

Regular developments in technology continue to influence the medical and healthcare fields as they interact with information and computer sciences by methods of acquisition and the storage and retrieval of information. Methods, Models, and Computation for Medical Informatics is a comprehensive collection of research on computational capabilities, prototypes, and algorithms, as well as application in the areas of nursing, clinical care, public health, biomedical research, and much more. This book provides a better understanding of the models and methods used in the field of medicine for researchers, practitioners, and medical professionals alike.
Methods, Models, and Computation for Medical Informatics

"This book is a comprehensive collection of research on the computational capabilities, prototypes and algorithms and their application to the areas of nursing, clinical care, public health, biomedical research and much more"--
Probabilistic Modeling in Bioinformatics and Medical Informatics

Author: Dirk Husmeier
language: en
Publisher: Springer Science & Business Media
Release Date: 2006-05-06
Probabilistic Modelling in Bioinformatics and Medical Informatics has been written for researchers and students in statistics, machine learning, and the biological sciences. The first part of this book provides a self-contained introduction to the methodology of Bayesian networks. The following parts demonstrate how these methods are applied in bioinformatics and medical informatics. All three fields - the methodology of probabilistic modeling, bioinformatics, and medical informatics - are evolving very quickly. The text should therefore be seen as an introduction, offering both elementary tutorials as well as more advanced applications and case studies.