03469nam 22006015 450 991029990070332120200706225351.03-319-61149-610.1007/978-3-319-61149-5(CKB)4340000000062775(MiAaPQ)EBC4898802(DE-He213)978-3-319-61149-5(PPN)258861770(PPN)203669940(EXLCZ)99434000000006277520170704d2018 u| 0engurcnu||||||||rdacontentrdamediardacarrierNew Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension /by Patricia Melin, German Prado-Arechiga1st ed. 2018.Cham :Springer International Publishing :Imprint: Springer,2018.1 online resource (88 pages) illustrations, tablesSpringerBriefs in Computational Intelligence,2625-37043-319-61148-8 Includes bibliographical references at the end of each chapters and index.From the Content: Introduction -- Fuzzy Logic for Arterial Hypertension Classification -- Design of a Neuro Design of a Neuro Design of Arterial Hypertension.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.SpringerBriefs in Computational Intelligence,2625-3704Computational intelligenceBiomedical engineeringHealth informaticsComputational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Biomedical Engineering and Bioengineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/T2700XHealth Informaticshttps://scigraph.springernature.com/ontologies/product-market-codes/H28009Computational intelligence.Biomedical engineering.Health informatics.Computational Intelligence.Biomedical Engineering and Bioengineering.Health Informatics.616.132075Melin Patriciaauthttp://id.loc.gov/vocabulary/relators/aut762263Prado-Arechiga Germanauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910299900703321New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension2501312UNINA