Quantification of Cystic Fibrosis Lung Disease with Radiomics-based CT Scores.
Guillaume ChassagnonEvangelia I ZacharakiSébastien BommartPierre Regis BurgelRaphael ChironSéverine DangeardNikos ParagiosClémence MartinMarie-Pierre RevelPublished in: Radiology. Cardiothoracic imaging (2020)
Radiomics can be used to build automated CT scores that correlate to clinical severity and exacerbation risk in adult patients with CF.Supplemental material is available for this article.See also the commentary by Elicker and Sohn in this issue.© RSNA, 2020.
Keyphrases
- contrast enhanced
- cystic fibrosis
- image quality
- dual energy
- computed tomography
- magnetic resonance imaging
- pseudomonas aeruginosa
- lymph node metastasis
- chronic obstructive pulmonary disease
- magnetic resonance
- lung function
- machine learning
- high throughput
- positron emission tomography
- deep learning
- intensive care unit
- air pollution
- respiratory failure