ATLAS_MDED


Logo for ATLAS_MDED

About

Creator:
Image Version:
daf946ff-a3d9-4895-bf02-87bfb743881d
Last updated:
Oct. 24, 2022, 11:56 a.m.

Interfaces

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

Inputs Outputs
1
  • T1 Brain MRI (Image)
  • Stroke Lesion Segmentation (Segmentation)
  • Challenge Performance

    Date Challenge Phase Rank
    Oct. 24, 2022 ATLAS Lesion Segmentation - Hidden Test Set - Docker - Sanity Check 6
    Oct. 25, 2022 ATLAS Lesion Segmentation - Hidden Test Set (Algorithm/Docker) 8

    Model Facts

    Summary

    Large-Kernel Attention (Encoder-Decoder) 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