Introduction to computational health informatics /
by Arvind Kumar Bansal, (principal) Kent State University, Javed Iqbal Khan, Kent State University, S. Kaisar Alam, President & Chief Engineer at Imagine Consulting Services.
- xxxiv, 576 pages : illustrations ; 27 cm
- Chapman & Hall/CRC data mining and knowledge discovery series .
- Chapman & Hall/CRC data mining and knowledge discovery series. .
Includes bibliographical references and index.
Fundamentals -- Intelligent data analysis techniques -- Healthcare data organization -- Medical image informatics -- DICOM - medical image communication -- Bioelectric and biomagnetic signal analysis -- Clinical data analytics -- Pervasive health care -- Bioinformatics for disease and drug -- Incorporating end-user's emotion.
"This class-tested textbook is designed for a semester-long graduate, or senior undergraduate course on Computational Health Informatics. Integrating a computer science perspective with a clinical perspective, the book is designed to prepare computer science students for careers in computational health informatics and medical data analysis. The focus of the book is on clinical issues that require computational analysis, informatics, or automation. It also teaches various artificial intelligence techniques, statistical techniques, and computational techniques that are widely used in health data analysis and health informatics"--