Brain Tumor Detection Using Deep Learning Algorithm: MRI-Based Tumor Detection Using AI - Couverture souple

DAS, SHIPLU; Pandey, Adhara; Chatterjee, Soumili

 
9786208444761: Brain Tumor Detection Using Deep Learning Algorithm: MRI-Based Tumor Detection Using AI
Couverture souple
ISBN 10 : 6208444764 ISBN 13 : 9786208444761
Editeur : LAP LAMBERT Academic Publishing, 2025

Synopsis

Brain tumor detection is a critical task in medical diagnosis, where early and accurate identification can significantly improve patient outcomes. Deep learning, a subset of artificial intelligence, has emerged as a powerful tool in automating this process. By leveraging convolutional neural networks (CNNs) and other advanced architectures, deep learning models can analyze MRI scans to detect and classify brain tumors with high accuracy. These models learn complex patterns and features from vast datasets, reducing the need for manual intervention and minimizing human error. The integration of deep learning in medical imaging enhances diagnostic speed, consistency, and precision, offering promising support for radiologists and healthcare professionals.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2025
Langue
anglais
ISBN 10 
6208444764
ISBN 13 
9786208444761
Reliure
Broché
Nombre de pages
72
Coordonnées du fabricant
non disponible
Personne responsable
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