lmc_control
About
Editors:
Contact email:
Image Version:
7ce3c202-01ac-46d7-8fd4-4878e8e3a187 — April 19, 2024
Summary
github repo TBD
Mechanism
TBD
Interfaces
This algorithm implements all of the following input-output combinations:
| Inputs | Outputs | |
|---|---|---|
| 1 |
Validation and Performance
| nucleus.SSIM (Position) | nucleus.MAE (Position) | nucleus.PCC (Position) | nucleus.E_dist (Position) | nucleus.C_dist (Position) | |
|---|---|---|---|---|---|
| test set | 0.7624 (1) | 0.0612 (1) | 0.7438 (4) | 164.8783 (1) | 0.1769 (4) |
Challenge Performance
| Date | Challenge | Phase | Rank |
|---|---|---|---|
| April 12, 2024 | lightmycells | Phase 1 | 11 |
| April 19, 2024 | lightmycells | Phase 2 | 1 |
Uses and Directions
This algorithm was developed for research purposes only.
Warnings
The model is not generalized enough yet, it will predict fuzzy output with some input data type.
Common Error Messages
Left empty by the Algorithm Editors
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