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Introduction to Computational Health Informatics
Hardcover
Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery
ISBN13: 9780367434786
Publisher: Crc Pr Inc
Published: Jan 14 2020
Pages: 576
Weight: 2.80
Height: 1.31 Width: 7.00 Depth: 10.00
Language: English
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
1 different editions
Also available
Introduction to Computational Health Informatics
Bansal, Arvind Kumar
Khan, Javed Iqbal
Alam, S. Kaisar
Paperback
Also from
Bansal, Arvind Kumar
Introduction to Computational Health Informatics
Bansal, Arvind Kumar
Khan, Javed Iqbal
Alam, S. Kaisar
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