Brain Tumor Segmentation Methods: Multi Model Segmentation Approach - Couverture souple

Perumal, Nagaraja; Thiruvenkadam, Kalaiselvi

 
9786205633144: Brain Tumor Segmentation Methods: Multi Model Segmentation Approach
Couverture souple
ISBN 10 : 6205633140 ISBN 13 : 9786205633144
Editeur : LAP LAMBERT Academic Publishing, 2023

Synopsis

Medical image processing techniques facilitate accurate diagnosis and treatment patients, using medical images for quantitative analysis and better visualization. The computer aided diagnosis (CAD) systems serve as a powerful tool for radiologists in the detection of disease. The magnetic resonance imaging (MRI) technique provides plentiful information about the soft tissue anatomy and helps to diagnose the abnormalities in brain. Nowadays, the brain tissue and tumor segmentation play an inevitable role in medical image processing. This book embodied to talks about the development of automatic methods for brain tissue and tumor segmentation in MRI head scans. The proposed methods can be formulated into three phases, namely, tissue segmentation, abnormality detection and tumor segmentation from MRI head scans. The last section of this book is about the development of an automated decision support system that helps in brain tissue and tumor segmentation techniques in MRI head scans. This system has the provision to assess all the developed methods for thresholding, tumor detection and tumor segmentation.

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

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2023
Langue
anglais
ISBN 10 
6205633140
ISBN 13 
9786205633144
Reliure
Broché
Nombre de pages
204
Coordonnées du fabricant
non disponible
Personne responsable
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