[Download] "New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension" by Patricia Melin & German Prado-Arechiga # Book PDF Kindle ePub Free
eBook details
- Title: New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
- Author : Patricia Melin & German Prado-Arechiga
- Release Date : January 04, 2017
- Genre: Engineering,Books,Professional & Technical,Medical,
- Pages : * pages
- Size : 3144 KB
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.