AI-generated CT body composition biomarkers associated with increased mortality risk in socioeconomically disadvantaged individuals.
Matthew H LeeRyan ZeaJohn W GarrettRonald M SummersPerry J PickhardtPublished in: Abdominal radiology (New York) (2024)
Fully automated CT body composition tools show that socioeconomic disadvantage is associated with high-risk body composition measures and can be used to identify individuals at increased risk for all-cause mortality and adverse cardiovascular events.
Keyphrases
- body composition
- cardiovascular events
- resistance training
- bone mineral density
- image quality
- coronary artery disease
- computed tomography
- dual energy
- contrast enhanced
- cardiovascular disease
- machine learning
- deep learning
- artificial intelligence
- positron emission tomography
- magnetic resonance imaging
- high throughput
- emergency department
- magnetic resonance
- high intensity