Validation of Automated Perfusion-Weighted Phase-Resolved Functional Lung (PREFUL)-MRI in Patients With Pulmonary Diseases.
Lea BehrendtAndreas VoskrebenzevFilip KlimešMarcel GutberletHinrich B WintherTill F KaireitTawfik Moher AlsadyGesa H PöhlerThorsten DerlinFrank WackerJens Vogel-ClaussenPublished in: Journal of magnetic resonance imaging : JMRI (2019)
The automated PREFUL algorithm may allow for noncontrast-enhanced pulmonary perfusion assessment in COPD, CF, and CTEPH patients comparable to DCE-MRI. Level of Evidence 3 Technical Efficacy Stage 2 J. Magn. Reson. Imaging 2020;52:103-114.
Keyphrases
- contrast enhanced
- magnetic resonance imaging
- machine learning
- magnetic resonance
- deep learning
- computed tomography
- end stage renal disease
- diffusion weighted imaging
- pulmonary hypertension
- newly diagnosed
- chronic kidney disease
- high throughput
- ejection fraction
- cystic fibrosis
- chronic obstructive pulmonary disease
- high resolution
- prognostic factors
- peritoneal dialysis
- dual energy
- patient reported outcomes
- lung function
- photodynamic therapy
- neural network