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88

370

mit

0

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

pytorch transformer deep-learning histopathology self-attention tumor-detection visiontransformer whole-slide-image whole-slide-imaging deep-neural-networks self-supervised-learning semi-supervised-learning multiple-instance-learning weakly-supervised-learning

Created 2020-11-05

131 commits to master branch, last one 7 months ago

29

113

mit

23

Code for the paper " PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers "

histopathology tumor-detection whole-slide-image whole-slide-imaging histopathology-images multiple-instance-learning weakly-supervised-learning histopathology-image-analysis

Created 2023-08-19

35 commits to main branch, last one 3 months ago

4

112

mit

3

Code for paper: DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification [ECCV 2024]

transformer histopathology self-attention tumor-detection tumor-heterogeneity whole-slide-imaging tumor-classification multiple-instance-learning weakly-supervised-learning histopathology-image-analysis

Created 2024-06-24

18 commits to main branch, last one about a month ago