ISLES_MDE
About
Creators:
Contact email:
Image Version:
8839a3f5-b5e7-400d-8df4-6d554643acf9
Last updated:
Oct. 22, 2022, 11:35 a.m.
Inputs:
- DWI Brain MRI (Diffusion-weighted MRI of the brain)
- ADC Brain MRI (Apparent diffusion coefficient MRI of the brain)
- FLAIR Brain MRI (Fluid-attenuated inversion recovery MRI of the brain)
- FLAIR MRI acquisition parameters (FLAIR MRI acquisition parameters)
- DWI MRI acquisition parameters (DWI MRI acquisition parameters)
- ADC MRI parameters (ADC MRI parameters)
Outputs:
- Stroke Lesion Segmentation (Binary stroke lesion segmentation mask)
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
Left empty by the Algorithm Editors
Uses and Directions
This algorithm was developed for research purposes only.
Warnings
Left empty by the Algorithm Editors
Common Error Messages
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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