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

DAS, SHIPLU; Pandey, Adhara; Chatterjee, Soumili

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

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

Mr. Shiplu Das is an Assistant Professor in the Department of Computer Science and Engineering at Adamas University, Kolkata. Mr. Das's research interests encompass machine learning, deep learning, computer vision, and artificial intelligence.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
6208444764
ISBN 13 
9786208444761
Einband
Taschenbuch
Anzahl der Seiten
72
Kontakt zum Hersteller
JustFiction Edition
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland