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Data Mining and Medical Informatics - page 19 / 40

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Need for Data Mining in Medicine

Nature of medical data: noisy, incomplete, uncertain, nonlinearities, fuzziness Soft computing

Too much data now collected due to computerization (text, graphs, images,…)

Too many disease markers (attributes) now available for decision making

Increased demand for health services:           (Greater awareness, increased life expectancy, …)

- Overworked physicians and facilities

Stressful work conditions in ICUs, etc.

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