Self-Supervised Learning
Magnification Prior Contrastive Similarity
Introduced by Chhipa et al. in Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological ImagesSelf-supervised pre-training method to learn efficient representations without labels on histopathology medical images utilizing magnification factors.
Source: Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological ImagesPapers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Breast Cancer Histology Image Classification | 1 | 25.00% |
| Breast Cancer Histology Image Classification (20% labels) | 1 | 25.00% |
| Classification Of Breast Cancer Histology Images | 1 | 25.00% |
| Self-Supervised Learning | 1 | 25.00% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
