Paper | Code | Accuracy (%) | 1:1 Accuracy | Accuracy (Inter-Patient) | ModelName | ReleaseDate |
---|---|---|---|---|---|---|
Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision | ✓ Link | 99.39 | WaveMix | 2024-06-09 | ||
Breast-NET: a lightweight DCNN model for breast cancer detection and grading using histological samples | ✓ Link | 98.11 | Breast-NET | 2024-08-10 | ||
VGGIN-Net: Deep Transfer Network for Imbalanced Breast Cancer Dataset | ✓ Link | 96.15 | VGGIN-Net | 2022-03-29 | ||
Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers | 91.72 | WaveMixLite-224/10 | 2023-02-22 | |||
Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images | ✓ Link | 92.23 | 92.15 | EfficientNet-b2 | 2022-03-15 |