qumia-train-scripts

Scripts and files related to ML training for the QUMIA project

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Cite this software

What qumia-train-scripts can do for you

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
Programming languages
  • Jupyter Notebook 59%
  • Python 39%
  • Shell 3%
License
</>Source code

Mentions

Contributors

Peter Kok
Peter Kok
Lead RSE
Netherlands eScience Center
Candace Makeda  Moore
Candace Makeda Moore
Sonja Georgievska
Sonja Georgievska

Related projects

QUMIA

Quantitative Ultrasound Muscle Imaging Analysis

Updated 3 weeks ago
In progress