SOTAVerified

Breast Tumour Classification

Papers

Showing 113 of 13 papers

TitleStatusHype
Attention-Map Augmentation for Hypercomplex Breast Cancer ClassificationCode0
Virchow: A Million-Slide Digital Pathology Foundation ModelCode1
Multi-View Hypercomplex Learning for Breast Cancer ScreeningCode1
Meta-repository of screening mammography classifiersCode1
An End-to-End Breast Tumour Classification Model Using Context-Based Patch Modelling- A BiLSTM Approach for Image Classification0
BreastScreening: On the Use of Multi-Modality in Medical Imaging DiagnosisCode1
Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology ImagesCode1
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image AnalysisCode1
Rotation Equivariant CNNs for Digital PathologyCode0
Learning Steerable Filters for Rotation Equivariant CNNs0
Rotation equivariant vector field networksCode0
Densely Connected Convolutional NetworksCode1
Group Equivariant Convolutional NetworksCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DSF-CNN (C8)AUC0.98Unverified
2Steerable G-CNN (C8)AUC0.97Unverified
3Steerable G-CNN (C8)AUC0.97Unverified
4Steerable G-CNN (C12)AUC0.97Unverified
5G-CNN (C8)AUC0.97Unverified
6G-CNN (C4)AUC0.96Unverified
7Steerable G-CNN (e)AUC0.96Unverified
8p4m-DenseNet (D4)AUC0.96Unverified
9G-CNN (C12)AUC0.96Unverified
10ResNet-50 (e)AUC0.95Unverified