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

Naz, Rahat; Ansari, Mohd. Aquib

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

Inhaltsangabe

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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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 10 
6208419476
ISBN 13 
9786208419479
Einband
Tapa blanda
Anzahl der Seiten
68
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Verantwortliche Person
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