nodedetection_ucla_bagging
About
Creator:
Contact email:
Image Version:
191a6fd2-9ef4-4528-80e6-825981ed2f89
Last updated:
Jan. 23, 2022, 10:34 a.m.
Inputs:
- Generic Medical Image
Outputs:
- Nodules (Bounding boxes of nodules in chest radiographs.)
Challenge Performance
| Date | Challenge | Phase | Rank |
|---|---|---|---|
| Jan. 23, 2022 | NODE21 | Detection Track (Experimental test set) | 18 |
| Jan. 25, 2022 | NODE21 | Now Closed. [Detection Track (Final Test Set), publication only] | 3 |
Model Facts
Summary
NODE21 DETECTION ALGORITHM
Mechanism
2-STAGE MASKRCNN DETECTION COMBINED WITH WINDOWING AGGREGATION
Validation and Performance
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Uses and Directions
This algorithm was developed for research purposes only.
Warnings
Left empty by the Algorithm Editors
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