New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Science & Nature, Technology, Engineering, General Computing
Cover of the book New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension by Patricia Melin, German Prado-Arechiga, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Patricia Melin, German Prado-Arechiga ISBN: 9783319611495
Publisher: Springer International Publishing Publication: July 4, 2017
Imprint: Springer Language: English
Author: Patricia Melin, German Prado-Arechiga
ISBN: 9783319611495
Publisher: Springer International Publishing
Publication: July 4, 2017
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book English Language Education Policy in Asia by Patricia Melin, German Prado-Arechiga
Cover of the book Towards a Psychosomatic Conception of Hypochondria by Patricia Melin, German Prado-Arechiga
Cover of the book A Compendium of Italian Economists at Oxbridge by Patricia Melin, German Prado-Arechiga
Cover of the book Impact of Energy Balance on Cancer Disparities by Patricia Melin, German Prado-Arechiga
Cover of the book Security Standardisation Research by Patricia Melin, German Prado-Arechiga
Cover of the book Ethics in Quantitative Finance by Patricia Melin, German Prado-Arechiga
Cover of the book Scientists, Democracy and Society by Patricia Melin, German Prado-Arechiga
Cover of the book Cruise Business Development by Patricia Melin, German Prado-Arechiga
Cover of the book Gastrointestinal Pharmacology by Patricia Melin, German Prado-Arechiga
Cover of the book The Art and Science of Rotating Field Machines Design: A Practical Approach by Patricia Melin, German Prado-Arechiga
Cover of the book Spherical Radial Basis Functions, Theory and Applications by Patricia Melin, German Prado-Arechiga
Cover of the book Most-Cited Scholars in Criminology and Criminal Justice, 1986-2010 by Patricia Melin, German Prado-Arechiga
Cover of the book African and Afro-Caribbean Repatriation, 1919–1922 by Patricia Melin, German Prado-Arechiga
Cover of the book Stretchable Bioelectronics for Medical Devices and Systems by Patricia Melin, German Prado-Arechiga
Cover of the book Brain Crosstalk in Puberty and Adolescence by Patricia Melin, German Prado-Arechiga
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy