Defect distribution index: A novel metric for functional lung MRI in cystic fibrosis.
Anne Hc ValkC Corin WillersKamal ShahimOrso PusterlaGrzegorz BaumanRobin SandkühlerOliver BieriFlorian WylerPhilipp LatzinPublished in: Magnetic resonance in medicine (2021)
The DDI is a novel measure for functional lung MRI. It provides complementary information to the defect percentage because the DDI assesses defect distribution rather than defect size. The DDI is applicable to matrix pencil MRI data of cystic fibrosis patients and shows very good agreement with human perception of defect distributions.
Keyphrases
- cystic fibrosis
- contrast enhanced
- magnetic resonance imaging
- end stage renal disease
- pseudomonas aeruginosa
- diffusion weighted imaging
- endothelial cells
- newly diagnosed
- ejection fraction
- chronic kidney disease
- lung function
- prognostic factors
- computed tomography
- healthcare
- chronic obstructive pulmonary disease
- big data
- air pollution
- patient reported outcomes
- deep learning
- induced pluripotent stem cells