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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Technik Allg. & Lexika Neuro Fuzzy Hybrid Models for Classification in Medical Diagnosis
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Neuro Fuzzy Hybrid Models for Classification in Medical Diagnosis
Patricia Melin (Taschenbuch, Englisch)
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Beschreibung
This book is focused on the use of intelligent techniques, such as fuzzy logic, neural networks and bio-inspired algorithms, and their application in medical diagnosis. The main idea is that the proposed method may be able to adapt to medical diagnosis problems in different possible areas of the medicine and help to have an improvement in diagnosis accuracy considering a clinical monitoring of 24… hours or more of the patient. In this book, tests were made with different architectures proposed in the different modules of the proposed model. First, it was possible to obtain the architecture of the fuzzy classifiers for the level of blood pressure and for the pressure load, and these were optimized with the different bio-inspired algorithms (Genetic Algorithm and Chicken Swarm Optimization). Secondly, we tested with a local database of 300 patients and good results were obtained. It is worth mentioning that this book is an important part of the proposed generalmodel; for this reason, we consider that these modules have a good performance in a particular way, but it is advisable to perform more tests once the general model is completed. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
28.10.2020
Sprache
Englisch
EAN
9783030604806
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
SpringerBriefs in Applied Sciences and Technology
Sonderedition
Nein
Autor
Patricia Melin
Seitenanzahl
103
Auflage
1st edition 2021
Einbandart
Taschenbuch
Schlagwörter
Computational Intelligence, Neuro Fuzzy Hybrid Models, Classification in Medical Diagnosis, Medical Diagnosis, Intelligent Techniques, Fuzzy Logic, Neural Networks, Bio-inspired Algorithms, Fuzzy Systems
Thema-Inhalt
UYQ - Künstliche Intelligenz
MQW - Biomedizinische Technik
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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