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qumia-train-scripts

Scripts and files related to ML training for the QUMIA project

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Cite this software

DOI:

10.5281/zenodo.14199793

Description

DOI

These are the scripts used to train two models to automatically assess muscle ultrasound images on the presence of neuromuscular diseases. The first model is used to predict the Heckmatt score based on the input image and, optionally, the patient BMI and age. The second model distinguishes healthy from non-healthy, based on the (predicted) Heckmatt score for each muscle.

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Keywords
Machine learning
Neuromuscular
ultrasound imaging
Programming languages
License
</>Source code

Mentions

Contributors

Contact person

Peter Kok
Peter Kok
Candace Makeda  Moore
Candace Makeda Moore

Related projects

QUMIA

Quantitative Ultrasound Muscle Imaging Analysis

Updated 10 months ago
Finished