Brain-Aware Replacements for Supervised Contrastive Learning in Detection of Alzheimer's Disease

1 code implementation • 11 Jul 2022 • Mehmet Saygın Seyfioğlu, Zixuan Liu, Pranav Kamath, Sadjyot Gangolli, Sheng Wang, Thomas Grabowski, Linda Shapiro

On top of BAR, we propose using a soft-label-capable supervised contrastive loss, aiming to learn the relative similarity of representations that reflect how mixed are the synthetic MRIs using our soft labels.

Contrastive Learning Data Augmentation