New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension PDF
by Patricia Melin, German Prado-Arechiga
Part of the SpringerBriefs in Applied Sciences and Technology series
Description
In this book, a new approach for diagnosis and risk evaluation of ar-terial hypertension is introduced.
The new approach was implement-ed as a hybrid intelligent system combining modular neural net-works and fuzzy systems.
The different responses of the hybrid system are combined using fuzzy logic.
Finally, two genetic algo-rithms are used to perform the optimization of the modular neural networks parameters and fuzzy inference system parameters.
The experimental results obtained using the proposed method on real pa-tient data show that when the optimization is used, the results can be better than without optimization.
This book is intended to be a refer-ence for scientists and physicians interested in applying soft compu-ting techniques, such as neural networks, fuzzy logic and genetic algorithms, in medical diagnosis, but also in general to classification and pattern recognition and similar problems.
Information
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Download - Immediately Available
- Format:PDF
- Publisher:Springer International Publishing
- Publication Date:04/07/2017
- Category:
- ISBN:9783319611495
Other Formats
- Paperback / softback from £37.09
Information
-
Download - Immediately Available
- Format:PDF
- Publisher:Springer International Publishing
- Publication Date:04/07/2017
- Category:
- ISBN:9783319611495