Téléchargez le livre : Neuro Fuzzy Hybrid Models for Classification in Medical Diagnosis

Neuro Fuzzy Hybrid Models for Classification in Medical Diagnosis

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Springer


Collection :

SpringerBriefs in Applied Sciences and Technology

Paru le : 2020-10-27

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Description


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.
Pages
103 pages
Collection
SpringerBriefs in Applied Sciences and Technology
Parution
2020-10-27
Marque
Springer
EAN papier
9783030604806
EAN PDF
9783030604813
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
10
Taille du fichier
5192 Ko
Prix
52,74 €
EAN EPUB
9783030604813
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
10
Taille du fichier
17654 Ko
Prix
52,74 €

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