ATLAS_MDE


Logo for ATLAS_MDE

About

Creators:
Image Version:
bf1fd105-ccf1-463e-8844-d9880fe0bcc2
Last updated:
Oct. 24, 2022, 10:41 a.m.

Interfaces

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

Inputs Outputs
1
    T1 Brain MRI
    Stroke Lesion Segmentation

Challenge Performance

Date Challenge Phase Rank
Oct. 25, 2022 ATLAS Lesion Segmentation - Hidden Test Set - Docker - Sanity Check 2
Oct. 26, 2022 ATLAS Lesion Segmentation - Hidden Test Set (Algorithm/Docker) 9

Model Facts

Summary

Large-Kernel Attention (Encoder) UNet

Mechanism

See paper

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