Evaluating machine learning muscle ultrasound models on an external dataset

Published: 31 July 2025| Version 1 | DOI: 10.17632/7bcsvh6nfv.1
Contributor:
Michał Błaż

Description

This repository contains model weights that were fine-tuned using uploaded configs from the original muscle segmentation models from the paper "Machine learning-driven Heckmatt grading in facioscapulohumeral muscular dystrophy: A novel pathway for musculoskeletal ultrasound analysis" by Marzola et al. DOI:10.17632/yzg86vb895.1 The framework and idea behind this work can be found in the paper by Błaż et al. (in review) This repository does not contain any muscle ultrasound images.

Files

Steps to reproduce

Please follow instructions at: https://github.com/blazuu/muscle_ultrasound

Categories

Ultrasonics, Image Segmentation, Muscle Disorder, Ultrasound Imaging of the Muscles

Licence