STOIC2021 baseline
About
Interfaces
This algorithm implements all of the following input-output combinations:
| Inputs | Outputs | |
|---|---|---|
| 1 |
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Challenge Performance
| Date | Challenge | Phase | Rank |
|---|---|---|---|
| Dec. 22, 2021 | STOIC2021 | Qualification | 76 |
| April 7, 2022 | STOIC2021 | Qualification (last submission) | 20 |
| Sept. 24, 2022 | STOIC2021 | Final | 6 |
Model Facts
Summary
STOIC2021 baseline. Trained on the STOIC2021 Final phase training set, consisting of public and private training data. Not for clinical use.
Mechanism
The algorithm processes a CT scan of a suspected COVID-19 patient and produces the probability of a COVID-19 infection and a probability of severe outcome (death or intubation within one month).
Validation and Performance
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