Fully automated CT imaging biomarkers of bone, muscle, and fat: correcting for the effect of intravenous contrast.
Alberto A PerezPerry J. PickhardtDaniel C EltonVeit SandfortRonald M SummersPublished in: Abdominal radiology (New York) (2020)
Fully automated quantitative tissue measures of bone, muscle, and fat at contrast-enhanced abdominal CT can be correlated with non-contrast equivalents using simple, linear relationships. These findings will facilitate evaluation of mixed CT cohorts involving larger patient populations and could greatly expand the potential for opportunistic screening.
Keyphrases
- contrast enhanced
- diffusion weighted
- magnetic resonance imaging
- magnetic resonance
- computed tomography
- dual energy
- diffusion weighted imaging
- adipose tissue
- skeletal muscle
- high resolution
- machine learning
- high throughput
- bone mineral density
- deep learning
- image quality
- fatty acid
- case report
- soft tissue
- bone loss
- high dose
- positron emission tomography
- body composition
- risk assessment
- human health
- single cell