Ultrasound
Fascia segmentation, mobility annotation, AI models
Train Thickness
Layer-mask annotation (TLF / Gap / Epimysium) for the 5-class segmentation model, AI validation.
Train Mobility
Junction + marker on mobility images. ResNet18-U-Net keypoint model.
Elasticity
SWE Q-Box kPa readings (FR/FL/ER/EL) extracted from Session-2 elasticity images. No training — pure OCR.
Compare
Bland-Altman, scatter, inter-operator stats. AI vs operator ground truth.
Studies
Forest plot with published fascia thickness studies (Bondi 2023, Langevin 2009, etc.).
News
State-of-the-art updates, new models, pipeline events.