OpenCodePapers
breast-tumour-classification-on-pcam
Medical Image Analysis
Medical Image Classification
Breast Tumour Classification
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Paper
Code
AUC
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Accuracy
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ModelName
ReleaseDate
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Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images
✓ Link
0.975
DSF-CNN (C8)
2020-04-06
Learning Steerable Filters for Rotation Equivariant CNNs
0.971
Steerable G-CNN (C8)
2017-11-20
Learning Steerable Filters for Rotation Equivariant CNNs
0.969
Steerable G-CNN (C8)
2017-11-20
Learning Steerable Filters for Rotation Equivariant CNNs
0.969
Steerable G-CNN (C12)
2017-11-20
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis
✓ Link
0.968
G-CNN (C8)
2020-02-20
Group Equivariant Convolutional Networks
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0.964
G-CNN (C4)
2016-02-24
Learning Steerable Filters for Rotation Equivariant CNNs
0.963
Steerable G-CNN (e)
2017-11-20
Rotation Equivariant CNNs for Digital Pathology
✓ Link
0.963
p4m-DenseNet (D4)
2018-06-08
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis
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0.962
G-CNN (C12)
2020-02-20
Deep Residual Learning for Image Recognition
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0.948
ResNet-50 (e)
2015-12-10
Deep Residual Learning for Image Recognition
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0.942
ResNet-34 (e)
2015-12-10
Densely Connected Convolutional Networks
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0.921
DenseNet-121 (e)
2016-08-25
Rotation equivariant vector field networks
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0.898
VF-CNN (C12)
2016-12-29
Rotation equivariant vector field networks
✓ Link
0.881
VF-CNN (C8)
2016-12-29
Rotation equivariant vector field networks
✓ Link
0.871
VF-CNN (C4)
2016-12-29
Virchow: A Million-Slide Digital Pathology Foundation Model
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0.933
Virchow
2023-09-14
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