nodedetection_ucla_bagging
About
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Image Version:
191a6fd2-9ef4-4528-80e6-825981ed2f89
Last updated:
Jan. 23, 2022, 10:34 a.m.
Interfaces
This algorithm implements all of the following input-output combinations:
| Inputs | Outputs | |
|---|---|---|
| 1 |
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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
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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