Classification of brain diseases using MRI texture: Decision Tree and Genetic Algorithm - Couverture souple

Al-Raziqi, Ali; Al-Badarneh, Amer; Najadat, Hassen

 
9783659668456: Classification of brain diseases using MRI texture: Decision Tree and Genetic Algorithm
Couverture souple
ISBN 10 : 3659668451 ISBN 13 : 9783659668456
Editeur : LAP LAMBERT Academic Publishing, 2015

Synopsis

Magnetic Resonance Imaging (MRI) is a medical imaging technique used to visualize and distinguish the internal structure of different tissues of the body. The classification of Magnetic Resonance Imaging (MRI) brain images is important to prune the normal patient and to consider only those who have the possibility of having abnormalities. The traditional method for detecting the diseases of human brain in MRI images is done manually by physicians. The manual method faces many problems that can lead to increase the prevalence of more serious diseases. The accurate diagnosis of the brain MRI is not always easy, and takes long time. Thus, address these problems by creating automatic techniques that helps the physicians to make the right decision.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Magnetic Resonance Imaging (MRI) is a medical imaging technique used to visualize and distinguish the internal structure of different tissues of the body. The classification of Magnetic Resonance Imaging (MRI) brain images is important to prune the normal patient and to consider only those who have the possibility of having abnormalities. The traditional method for detecting the diseases of human brain in MRI images is done manually by physicians. The manual method faces many problems that can lead to increase the prevalence of more serious diseases. The accurate diagnosis of the brain MRI is not always easy, and takes long time. Thus, address these problems by creating automatic techniques that helps the physicians to make the right decision.

Biographie de l'auteur

The first Author got M.S in Computer Science from Jordan University of Science and Technology in May 2012. He received his B.Sc. in computer Science from Hashemite University in June 2008. He is currently pursuing his PhD at Jena University - Germany. His research interests include: MRI Classification, Machine Learning, Images and Video Processing.

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 
3659668451
ISBN 13 
9783659668456
Reliure
Broché
Nombre de pages
84
Coordonnées du fabricant
non disponible
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