Texture analysis using T1-weighted images for muscles in Charcot-Marie-Tooth disease patients and volunteers.
Ji Hyun LeeYoung Cheol YoonHyun Su KimJae-Hun KimByung-Ok ChoiPublished in: European radiology (2020)
• Standard deviation and entropy of muscles derived from T1-weighted images were significantly and positively correlated with the muscle fat fraction. • Mean, standard deviation, and entropy were considered highly reliable in muscle analyses. • Texture features may have the potential to diagnose early stage of intramuscular fatty infiltration.
Keyphrases
- early stage
- contrast enhanced
- end stage renal disease
- skeletal muscle
- deep learning
- magnetic resonance
- newly diagnosed
- convolutional neural network
- ejection fraction
- chronic kidney disease
- optical coherence tomography
- adipose tissue
- peritoneal dialysis
- computed tomography
- lymph node
- risk assessment
- machine learning
- human health