Deep learning driven interpretable and informed decision making model for brain tumour prediction using explainable AI

Abstract Brain Tumours are highly complex, particularly when it comes to their initial and accurate diagnosis, as this determines patient prognosis. Conventional methods rely on MRI and CT scans and employ generic machine learning techniques, which are heavily dependent on feature extraction and req...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Khan Muhammad Adnan, Taher M. Ghazal, Muhammad Saleem, Muhammad Sajid Farooq, Chan Yeob Yeun, Munir Ahmad, Sang-Woong Lee
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-06-01
Subjects:	Brain tumour XAI MRI CT scans
Online Access:	https://doi.org/10.1038/s41598-025-03358-0