ATLAS_MDE


Logo for ATLAS_MDE

About

Creators:
Version:
bf1fd105-ccf1-463e-8844-d9880fe0bcc2
Last updated:
Oct. 24, 2022, 10:41 a.m.
Inputs:
  • T1 Brain MRI  (T1 weighted MRI of the brain)
Outputs:
  • Stroke Lesion Segmentation  (Binary stroke lesion segmentation mask)

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