Introduction to Computational Health Informatics (Hardcover)

This class-tested textbook is designed for a semester-long graduate or senior undergraduate course on Computational Health Informatics. The focus of the book is on computational techniques that are widely used in health data analysis and health informatics and it integrates computer science and clinical perspectives. This book prepares computer science students for careers in computational health informatics and medical data analysis. Features Integrates computer science and clinical perspectives Describes various statistical and artificial intelligence techniques, including machine learning techniques such as clustering of temporal data, regression analysis, neural networks, HMM, decision trees, SVM, and data mining, all of which are techniques used widely used in health-data analysis Describes computational techniques such as multidimensional and multimedia data representation and retrieval, ontology, patient-data deidentification, temporal data analysis, heterogeneous databases, medical image analysis and transmission, biosignal analysis, pervasive healthcare, automated text-analysis, health-vocabulary knowledgebases and medical information-exchange Includes bioinformatics and pharmacokinetics techniques and their applications to vaccine and drug development

General

Imprint:	Crc Press
Country of origin:	United Kingdom
Series:	Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
Release date:	2020
First published:	2020
Editors:	Arvind Kumar Bansal • Javed Iqbal Khan • S Kaisar Alam
Dimensions:	254 x 178mm (L x W)
Format:	Hardcover
Pages:	576
ISBN-13:	978-0-367-43478-6
Categories:	Books > Medicine > General issues > General Books > Science & Mathematics > Biology, life sciences > General Books > Computing & IT > General theory of computing > General Books > Computing & IT > Applications of computing > Databases > General
LSN:	0-367-43478-4
Barcode:	9780367434786

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