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Raymvp12/focusmil-camelyon16

Datasets used in FocusMIL paper The Camelyon16 and Camelyon16-Standard-MIL-test datasets used in From Correlation to Causation: Max-Pooling-Based Multi-Instance Learning Leads to More Robust Whole Slide Image Classification (FocusMIL). Code: FocusMIL-and-other-max-pooling-methods These are pre-extracted patch features — you do not need the raw whole-slide images. Slide classification, patch-level metrics, and FROC localization all run directly off the files here. For Camelyon17… See the full description on the dataset page: https://huggingface.co/datasets/Raymvp12/focusmil-camelyon16.

sourceHugging Facecc0-1.0updated 3mo agoView on Hugging Face
4likes344downloads
10 commits on main
259c1bf3mo ago

Specify the poison: 20% of patches, green channel

Raymvp12
b74f9eb3mo ago

Describe how the negative shortcut is constructed; add AUC<0.5 criterion

Raymvp12
fa131203mo ago

Drop link to removed DATA_LAYOUT.md

Raymvp12
39844293mo ago

Retitle: Datasets used in FocusMIL paper

Raymvp12
20cd2d43mo ago

Reword intro; add Camelyon17 pointer to AEM

Raymvp12
4261b5e3mo ago

Add dataset card

Raymvp12
ab58d383mo ago

Update MANIFEST paths after rename

Raymvp12
df9ad4b3mo ago

Rename Reproducibility_factor075_random02_/ -> camelyon16-standard-MIL-test/ (Standard MIL Test)

Raymvp12
8d494243mo ago

Add files using upload-large-folder tool

Raymvp12
b52e9623mo ago

initial commit

Raymvp12