Pulmonary Ventilation Analysis Using 1 H Ultra-Short Echo Time (UTE) Lung MRI: A Reproducibility Study.
Fei TanXucheng ZhuMarilynn ChanNikhil DeveshwarMatthew M WillmeringMichael LustigPeder Eric Zufall LarsonPublished in: bioRxiv : the preprint server for biology (2023)
H UTE MRI ventilation quantification. Regional ventilation correlates better with segmentation lung volume, while specific ventilation is more reproducible.
Keyphrases
- respiratory failure
- contrast enhanced
- mechanical ventilation
- diffusion weighted imaging
- magnetic resonance imaging
- magnetic resonance
- pulmonary hypertension
- deep learning
- diffusion weighted
- computed tomography
- high resolution
- extracorporeal membrane oxygenation
- convolutional neural network
- machine learning
- acute respiratory distress syndrome
- mass spectrometry