CVPD Research group
CVPD Research group
Tour
News
Members
Projects
Publications
Collaborations
Contact
Visualization
Robust Deep Learning for MRI-Based Alzheimer's Disease Detection: Overcoming Real-World Imaging Challenges
Detecting Alzheimer’s disease (AD) from MRI scans remains a significant challenge in medical imaging due to the subtle, …
Mohamad Abou Ali
,
Mostafa Mohieldin
,
Fadi Dornaika
,
Ignacio Arganda-Carreras
,
Rejdi Chmouri
,
Ali Cherry
,
Ali Hage-Diab
Cite
DOI
URL
LGCOAMix: Local and Global Context-and-Object-Part-Aware Superpixel-Based Data Augmentation for Deep Visual Recognition
Cutmix-based data augmentation, which uses a cut-and-paste strategy, has shown remarkable generalization capabilities in deep learning. …
Fadi Dornaika
,
Danyang Sun
Cite
Code
Project
DOI
Cite
×