Multi-modal evaluation of respiratory diaphragm motion in chronic obstructive pulmonary disease using MRI series and CT images.
Xingyu ZhouChen YeTakayuki OkamotoYuma IwaoNaoko KawataAyako ShimadaHideaki HaneishiPublished in: Japanese journal of radiology (2024)
Our proposed evaluation method may assist in the diagnosis and therapy planning for patients with COPD.
Keyphrases
- contrast enhanced
- magnetic resonance imaging
- chronic obstructive pulmonary disease
- computed tomography
- deep learning
- dual energy
- image quality
- lung function
- convolutional neural network
- magnetic resonance
- mechanical ventilation
- diffusion weighted imaging
- optical coherence tomography
- positron emission tomography
- intensive care unit
- mesenchymal stem cells
- acute respiratory distress syndrome
- high resolution
- extracorporeal membrane oxygenation