ISLES_MDED


Logo for ISLES_MDED

About

Creator:
Image Version:
62a03d41-40d2-42f6-82eb-5b8a3a0bad69
Last updated:
Oct. 22, 2022, 4:58 p.m.

Interfaces

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

Inputs Outputs
1
    DWI Brain MRI
    ADC Brain MRI
    FLAIR Brain MRI
    FLAIR MRI acquisition parameters
    DWI MRI acquisition parameters
    ADC MRI parameters
    Stroke Lesion Segmentation

Challenge Performance

Date Challenge Phase Rank
Oct. 24, 2022 isles22 Preliminary Docker Evaluation 75
Oct. 25, 2022 isles22 ISLES22 Test Phase 73

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