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

Naz, Rahat; Ansari, Mohd. Aquib

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.

Über diesen Titel

Über die Autorin bzw. den Autor

Rahat Naz serves as an assistant professor at IILM University, possessing a robust background in technology and research. She is devoted to making a meaningful impact in academia. Dr. Mohd. Aquib Ansari is working as an assistant professor at Bennett University, Greater Noida. His research interests include Computer Vision and AI\ML.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2024
• Sprache: Englisch
• ISBN 10: 6208419476
• ISBN 13: 9786208419479
• Einband: Taschenbuch
• Anzahl der Seiten: 68
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Fromm; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland