Articles liés à A BPNN for the identification of Rheumatoid arthritis

A BPNN for the identification of Rheumatoid arthritis - Couverture souple

Helwan, Abdulkader; Tantua, David Preye

 
9783659811593: A BPNN for the identification of Rheumatoid arthritis
Couverture souple
ISBN 10 : 3659811599 ISBN 13 : 9783659811593
Editeur : LAP LAMBERT Academic Publishing, 2015

Synopsis

RA is a dangerous and chronic disease that should be analyzed and detected in its early stages. Thus, the aim of this thesis is to develop a new approach for the identification of rheumatoid arthritis through knee image processing techniques and neural network classifier. Thus, any supplied knee image must be classified either normal or abnormal. The proposed system uses knees images obtained from a created database comprised of 300 images for training and 300 images for testing phase. The used image processing techniques facilitate the diagnosis of that disease by analyzing and pointing out the rheumatoid arthritis signs and symptoms through extracting the useful and needed features or patterns such as the distance between the femoral and tibial bones, joint damage, bone widening and stiffening. Moreover,the developed system helps the doctors to accurately classify the RA knee X-ray images since it is designed to stimulate the human visual inspection that is based on visualizing some related features and signs of RA.

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Présentation de l'éditeur

RA is a dangerous and chronic disease that should be analyzed and detected in its early stages. Thus, the aim of this thesis is to develop a new approach for the identification of rheumatoid arthritis through knee image processing techniques and neural network classifier. Thus, any supplied knee image must be classified either normal or abnormal. The proposed system uses knees images obtained from a created database comprised of 300 images for training and 300 images for testing phase. The used image processing techniques facilitate the diagnosis of that disease by analyzing and pointing out the rheumatoid arthritis signs and symptoms through extracting the useful and needed features or patterns such as the distance between the femoral and tibial bones, joint damage, bone widening and stiffening. Moreover,the developed system helps the doctors to accurately classify the RA knee X-ray images since it is designed to stimulate the human visual inspection that is based on visualizing some related features and signs of RA.

Biographie de l'auteur

Abdulkader Helwan is PHD candidate at Near East University, Nicosia, Mersin-10, Turkey. He is currently a part time lecturer at the same university. He is a member of the applied artificial intelligence research centre. Research interests include artificial intelligence in medicine, Neural networks, and image processing.He has many published papers

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2015
Langue
anglais
ISBN 10 
3659811599
ISBN 13 
9783659811593
Reliure
Broché
Nombre de pages
76
Coordonnées du fabricant
non disponible
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