Tiger Algorithm Example
About
Creators:
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Image Version:
c21f0b48-d677-47e0-b87d-86dc633744ef
Last updated:
May 2, 2022, 10:48 a.m.
Inputs:
- Generic Medical Image
- Generic Overlay (An overlay of unknown type. Legacy, please use alternative interfaces.)
Outputs:
- TIL Score (Percentage of stromal area covered by tumour infiltrating lymphocytes. Values between 0 (percent) to 100 (percent).)
- Detected Lymphocytes (Lymphocytes in stromal regions)
- Breast Cancer Segmentation for TILs (Class map with levels 1: invasive tumor, 2: tumor-associated stroma, 3: in-situ tumor, 4: healthy glands, 5: necrosis not in-situ, 6: inflamed stroma, 7: rest)
Challenge Performance
| Date | Challenge | Phase | Rank |
|---|---|---|---|
| May 2, 2022 | tiger | Segmentation and Detection (Experimental) | 313 |
Model Facts
Summary
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Mechanism
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Validation and Performance
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Uses and Directions
This algorithm was developed for research purposes only.
Warnings
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Common Error Messages
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Information on this algorithm has been provided by the Algorithm Editors, following the Model Facts labels guidelines from Sendak, M.P., Gao, M., Brajer, N. et al. Presenting machine learning model information to clinical end users with model facts labels. npj Digit. Med. 3, 41 (2020). 10.1038/s41746-020-0253-3