Brain Region Segmentation: From Convolutional Neural Networks to Next-Gen Solutions - Couverture souple

Naz, Rahat; Ansari, Mohd. Aquib

 
9786208419479: Brain Region Segmentation: From Convolutional Neural Networks to Next-Gen Solutions
Couverture souple
ISBN 10 : 6208419476 ISBN 13 : 9786208419479
Editeur : LAP LAMBERT Academic Publishing, 2024

Synopsis

This book explores the crucial field of Brain Region Segmentation, a cornerstone of accurate MRI analysis and diagnosis. Discover how cutting-edge research, implemented within the powerful MATLAB environment, leverages machine learning and deep learning techniques, including Convolutional Neural Networks (CNNs). Witness the groundbreaking innovation of integrating Weighted Least Squares (WLS) filtering with Semantic Segmentation, pushing the boundaries of accuracy and minimizing Mean Squared Error (MSE). Delve into a research domain with immense potential, offering invaluable insights for scientists and researchers worldwide. This book is a must-read for researchers in medical imaging and neuroscience, students and professionals in computer vision and machine learning, and anyone interested in advancing the frontiers of brain analysis. Experience the future of brain region segmentation.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2024
Langue
anglais
ISBN 10 
6208419476
ISBN 13 
9786208419479
Reliure
Broché
Nombre de pages
68
Coordonnées du fabricant
non disponible
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