Publications by authors named "Sehrish Munir"
Diagnostics (Basel)
August 2024
Article Synopsis
- Brain tumors are a major global health threat, with low survival rates; only 12% of adults diagnosed live beyond five years.
- This research presents a hyperparametric convolutional neural network (CNN) model designed to improve brain tumor detection by fine-tuning various hyperparameters for better accuracy and reduced complexity.
- Tested on three MRI datasets, the CNN achieved impressive average scores of 97% across key performance metrics, enhancing diagnostic tools for medical professionals and ultimately aiming to improve patient outcomes.
