LUMINOUS database: lumbar multifidus muscle segmentation from ultrasound images.

Clyde J BelassoBahareh BehboodiHabib BenaliMathieu BoilyHassan RivazMaryse Fortin

Published in: BMC musculoskeletal disorders (2020)

The development of automated segmentation algorithms based on this database will promote the standardization of LM measurements and facilitate comparison among studies. Moreover, it can accelerate the clinical implementation of quantitative muscle assessment in clinical and research settings.

Keyphrases

deep learning
convolutional neural network
machine learning
skeletal muscle
magnetic resonance imaging
healthcare
primary care
adverse drug
high throughput
optical coherence tomography
computed tomography