Item description for Medical Data Mining and Knowledge Discovery by Krzysztof J. Cios...
Modern medicine generates, almost daily, huge amounts of heterogeneous data. For example, medical data may contain SPECT images, signals like ECG, clinical information like temperature, cholesterol levels, etc., as well as the physician's interpretation. Those who deal with such data understand that there is a widening gap between data collection and data comprehension. Computerized techniques are needed to help humans address this problem. This volume is devoted to the relatively young and growing field of medical data mining and knowledge discovery. As more and more medical procedures employ imaging as a preferred diagnostic tool, there is a need to develop methods for efficient mining in databases of images. Other significant features are security and confidentiality concerns. Moreover, the physician's interpretation of images, signals, or other technical data, is written in unstructured English which is very difficult to mine. This book addresses all these specific features.
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Est. Packaging Dimensions: Length: 9.2" Width: 6.2" Height: 1.4" Weight: 1.85 lbs.
Release Date Jan 12, 2001
Publisher Physica-Verlag Heidelberg
ISBN 3790813400 ISBN13 9783790813401
Availability 77 units. Availability accurate as of Mar 23, 2017 04:11.
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