nodedetection_ucla_bagging


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About

Editor:
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Image Version:
191a6fd2-9ef4-4528-80e6-825981ed2f89 — Jan. 23, 2022

Summary

NODE21 DETECTION ALGORITHM

Mechanism

2-STAGE MASKRCNN DETECTION COMBINED WITH WINDOWING AGGREGATION


Interfaces

This algorithm implements all of the following input-output combinations:

Inputs Outputs
1
    Generic Medical Image
    Nodules

Validation and Performance


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

Uses and Directions

This algorithm was developed for research purposes only.

Warnings

Common Error Messages

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