Brain Region Segmentation
From Convolutional Neural Networks to Next-Gen Solutions
Published on 30. December 2024
Book
Paperback/Softback
68 pages
978-620-8-41947-9 (ISBN)
Description
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.
More details
Language
English
Product notice
Paperback (trade)
Unsewn / adhesive bound
Dimensions
Height: 220 mm
Width: 150 mm
Thickness: 5 mm
Weight
119 gr
ISBN-13
978-620-8-41947-9 (9786208419479)
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Schweitzer Classification
Persons
Rahat Naz pracuje jako adiunkt na Uniwersytecie IILM, posiadaj¿c solidne do¿wiadczenie w dziedzinie technologii i badä. Jest oddana wywieraniu znacz¿cego wp¿ywu na ¿rodowisko akademickie.Dr Mohd. Aquib Ansari pracuje jako adiunkt na Uniwersytecie Bennett w Greater Noida. Jego zainteresowania badawcze obejmuj¿ Computer Vision i AI\ML.