The association of obesity with the progression and outcome of COVID-19: The insight from an artificial-intelligence-based imaging quantitative analysis on computed tomography.
Xiaoting LuZhenhai CuiXiang MaFeng PanLingli LiJiazheng WangPeng SunHuiqing LiLian YangBo LiangPublished in: Diabetes/metabolism research and reviews (2022)
Obesity was associated with severe pneumonia lesions on CT and adverse clinical outcomes. The AI-based model with combinational use of clinical and CT parameters had incremental prognostic value over the clinical parameters alone.
Keyphrases
- artificial intelligence
- computed tomography
- dual energy
- image quality
- machine learning
- insulin resistance
- positron emission tomography
- metabolic syndrome
- contrast enhanced
- big data
- weight loss
- deep learning
- type diabetes
- coronavirus disease
- sars cov
- magnetic resonance imaging
- weight gain
- high fat diet induced
- high resolution
- magnetic resonance
- skeletal muscle
- adipose tissue
- photodynamic therapy
- physical activity
- fluorescence imaging
- electronic health record