OpenCodePapers
multiple-instance-learning-on-tcga
Multiple Instance Learning
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Paper
Code
ACC
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AUC
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ModelName
ReleaseDate
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DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification
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0.951
DTFD-MIL (AFS)
2022-03-22
Snuffy: Efficient Whole Slide Image Classifier
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0.947
0.972
Snuffy (SimCLR Exhaustive)
2024-08-15
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning
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0.9286
0.9583
DSMIL-LC
2020-11-17
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning
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0.9190
0.9633
DSMIL
2020-11-17
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification
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0.891
0.961
DTFD-MIL (MaxMinS)
2022-03-22
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
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0.8835
0.9603
TransMIL
2021-06-02
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification
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0.868
0.919
DTFD-MIL (MaxS)
2022-03-22
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification
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0.955
DTFD-MIL (MAS)
2022-03-22