Pulmonary Ventilation Analysis Using 1 H Ultra-Short Echo Time (UTE) Lung MRI: A Reproducibility Study.

Fei Tan Xucheng ZhuMarilynn ChanNikhil Deveshwar Matthew M WillmeringMichael LustigPeder Eric Zufall Larson

Published 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