Brain tumor diagnosis techniques key achievements, lessons learned, and a new CNN architecture

Abstract Background A brain tumor is an abnormal tissue growth in the skull that can damage healthy brain areas by exerting pressure. While early detection is vital for prevention, accurate diagnosis with computer-aided design (CAD) systems remains challenging due to variations in tumor shape and lo...

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Bibliographic Details

Published in:	The Egyptian Journal of Radiology and Nuclear Medicine
Main Authors:	Gerges M. Salama, Mahmoud Khaled Abd-Ellah, Aziza I. Hussein, Esraa Salah Bayoumi, Shady Ashraf, Mohammed Safy
Format:	Article
Language:	English
Published:	SpringerOpen 2025-09-01
Subjects:	Brain tumor diagnosis Detection Classification Segmentation DCBT Deep learning
Online Access:	https://doi.org/10.1186/s43055-025-01567-1