Nature

A federated learning-based privacy-preserving image processing framework for brain tumor detection from CT scans

The detection of brain tumors is crucial in medical imaging, because accurate and early diagnosis can have a positive effect on patients. Because traditional deep learning models store all their data ...
Nature

Brain tumor detection empowered with ensemble deep learning approaches from MRI scan images

Brain tumor detection is essential for early diagnosis and successful treatment, both of which can significantly enhance patient outcomes. To evaluate brain MRI scans and categorize them into four ...