Automatic smart brain tumor classification and prediction system using deep learning

Abstract A brain tumor is a serious medical condition characterized by the abnormal growth of cells within the brain. It can cause a range of symptoms, including headaches, seizures, cognitive impairment, and changes in behavior. Brain tumors pose a significant health concern, imposing a substantial...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Qurat Ul Ain Ishfaq, Rozi Bibi, Abid Ali, Faisal Jamil, Yousaf Saeed, Rana Othman Alnashwan, Samia Allaoua Chelloug, Mohammed Saleh Ali Muthanna
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-04-01
Subjects:	Brain tumor Deep learning Smart healthcare CNN Efficient-b4 Inception-v4
Online Access:	https://doi.org/10.1038/s41598-025-95803-3