Published May 22, 2024 | Version 1.0
Model Open

Atlases and segmentation models for automated quantitative analysis of peri-articular bone microarchitecture in HR-pQCT knee images

Description

This zenodo upload contains atlases for doing atlas-based segmentation of the femoral condyles and tibial plateaus, and UNet++ hyperparameter and checkpoint files for doing ensemble inference bone segmentation. Usage instructions are provided in the linked repositories.

https://github.com/Bonelab/hrpqct-knee-segmentation

https://github.com/Bonelab/HRpQCT-Knee-Seg

 

Files

knee_segmentation.zip

Files (238.9 MB)

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Additional details

Funding

Arthritis Society
PhD Salary Award TGP-21-0000000093
Canadian Institutes of Health Research
Project Grant PJT 162189

Software

Repository URL
https://github.com/Bonelab/hrpqct-knee-segmentation
Programming language
Python
Development Status
Active