ISLES_MDE


Logo for ISLES_MDE

About

Creators:
Image Version:
8839a3f5-b5e7-400d-8df4-6d554643acf9
Last updated:
Oct. 22, 2022, 11:35 a.m.

Interfaces

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

Inputs Outputs
1
  • DWI Brain MRI (Image)
  • ADC Brain MRI (Image)
  • FLAIR Brain MRI (Image)
  • FLAIR MRI acquisition parameters (Anything)
  • DWI MRI acquisition parameters (Anything)
  • ADC MRI parameters (Anything)
  • Stroke Lesion Segmentation (Segmentation)
  • Challenge Performance

    Date Challenge Phase Rank
    Oct. 26, 2022 isles22 Preliminary Docker Evaluation 85
    Oct. 26, 2022 isles22 ISLES22 Test Phase 72

    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