Name: Brain Region Segmentation: From Convolutional Neural Networks to Next-Gen Solutions (en Inglés)
SKU: 63929277
Price: 54.98 USD
Availability: InStock
Author: Rahat Naz; Mohd. Aquib Ansari
ISBN: 9786208419479

portada Brain Region Segmentation: From Convolutional Neural Networks to Next-Gen Solutions (en Inglés)

Brain Region Segmentation: From Convolutional Neural Networks to Next-Gen Solutions (en Inglés)

Formato

Libro Físico

Editorial

Lap Lambert Academic Publishing

Autor

Rahat Naz; Mohd. Aquib Ansari

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

ISBN13

9786208419479

Brain Region Segmentation: From Convolutional Neural Networks to Next-Gen Solutions (en Inglés)

Rahat Naz; Mohd. Aquib Ansari (Autor) · Lap Lambert Academic Publishing · Tapa Blanda

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Reseña del libro "Brain Region Segmentation: From Convolutional Neural Networks to Next-Gen Solutions (en Inglés)"

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.