Differentiating COPD and asthma using quantitative CT imaging and machine learning.
Amir MoslemiKonstantina KontogianniJudith BrockSusan WoodFelix J F HerthMiranda KirbyPublished in: The European respiratory journal (2022)
COPD and asthma can be differentiated using machine learning with moderate-to-high accuracy by a subset of only seven CT features.
Keyphrases
- chronic obstructive pulmonary disease
- lung function
- contrast enhanced
- machine learning
- image quality
- dual energy
- high resolution
- computed tomography
- cystic fibrosis
- air pollution
- magnetic resonance imaging
- positron emission tomography
- magnetic resonance
- allergic rhinitis
- artificial intelligence
- big data
- high intensity
- mass spectrometry
- photodynamic therapy