Prospective intraindividual comparison of a standard 2D TSE MRI protocol for ankle imaging and a deep learning-based 2D TSE MRI protocol with a scan time reduction of 48.
Gabriel Lennart KellerArne EstlerJudith HerrmannSaif AfatAhmed E OthmanDominik NickelGregor KoerzdoerferFabian SpringerPublished in: La Radiologia medica (2023)
In ankle MRI the new DL-based accelerated TSE study protocol delivers high agreement with standard TSE and high image quality, while reducing the acquisition time by 48%.
Keyphrases
- contrast enhanced
- image quality
- randomized controlled trial
- magnetic resonance imaging
- computed tomography
- deep learning
- study protocol
- diffusion weighted imaging
- clinical trial
- high resolution
- magnetic resonance
- dual energy
- machine learning
- mass spectrometry
- convolutional neural network
- photodynamic therapy
- fluorescence imaging
- placebo controlled