Temporally aware volumetric generative adversarial network-based MR image reconstruction with simultaneous respiratory motion compensation: Initial feasibility in 3D dynamic cine cardiac MRI.
Vahid GhodratiMark BydderArash BedayatAshley ProsperTakegawa YoshidaKim-Lien NguyenJ Paul FinnPeng HuPublished in: Magnetic resonance in medicine (2021)
The proposed method showed promising potential for high-resolution (1 mm3 ) free-breathing 4D MR data acquisition with simultaneous respiratory motion compensation and fast reconstruction time.
Keyphrases
- contrast enhanced
- high resolution
- magnetic resonance imaging
- high speed
- magnetic resonance
- computed tomography
- respiratory tract
- left ventricular
- deep learning
- electronic health record
- diffusion weighted imaging
- mass spectrometry
- big data
- heart failure
- risk assessment
- climate change
- artificial intelligence
- data analysis
- network analysis