Medical Data Mining and Knowledge Discovery

Name: Medical Data Mining and Knowledge Discovery
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783790813401
Price: 1149.18 RON
Availability: InStock

Autor: Krzysztof J. Cios

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Legare: Copertă tare

Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

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

Informații despre carte

Autor

Krzysztof J. Cios

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2000

Pagini

498

EAN

9783790813401

ISBN

3790813400

Enbook ID

05291545

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

2000

Dimensiuni

155 x 235 x 29

Descriere completă

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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Medical Data Mining and Knowledge Discovery

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