ISLES_SWIN


Logo for ISLES_SWIN

About

Creators:
Image Version:
09b9784a-c7eb-414d-bb42-f0d9630ed1d7
Last updated:
Nov. 9, 2022, 3:17 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
Nov. 9, 2022 isles22 Preliminary Docker Evaluation 90
Nov. 9, 2022 isles22 ISLES22 Test Phase 78

Model Facts

Summary

Swin-UNETR

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