Fast and accurate reconstruction of human lung gas MRI with deep learning.
Journal:
Magnetic resonance in medicine
PMID:
31322298
Abstract
PURPOSE: To fast and accurately reconstruct human lung gas MRI from highly undersampled k-space using deep learning.
Authors
Keywords
Adult
Aged
Algorithms
Asthma
Bronchiectasis
Deep Learning
Female
Fourier Analysis
Healthy Volunteers
Humans
Image Processing, Computer-Assisted
Imaging, Three-Dimensional
Inflammation
Lung
Magnetic Resonance Imaging
Male
Middle Aged
Prospective Studies
Protons
Pulmonary Disease, Chronic Obstructive
Reproducibility of Results
Respiration
Retrospective Studies
Signal-To-Noise Ratio
Smoking
Solitary Pulmonary Nodule
Tuberculosis, Pulmonary
Xenon Isotopes
Young Adult