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Medical Data Mining and Knowledge Discovery

Name: Medical Data Mining and Knowledge Discovery
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 05291565
Price: 234.09 EUR
Availability: InStock
Author: Krzysztof J. Cios
ISBN: 9783790824780

Krzysztof J. Cios

Language

English

Book Paperback

Libristo code: 05291565

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, July 2013

Modern medicine generates, almost daily, huge amounts of heterogeneous data. For example, medical da... Full description

Libristo code: 05291565

573 b

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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.