Improved Resolution and Image Quality of Musculoskeletal Magnetic Resonance Imaging using Deep Learning-based Denoising Reconstruction: A Prospective Clinical Study.
Hung Phi DoCarly A LockardDawn BerkeleyBrian TymkiwNathan DuludeScott TashmanGarry GoldJordan GrossErin KellyCharles P HoPublished in: Skeletal radiology (2024)
This prospective clinical evaluation demonstrated that DLR allows approximately two times finer resolution and improved image quality compared to the standard-of-care images.
Keyphrases
- image quality
- deep learning
- clinical evaluation
- computed tomography
- convolutional neural network
- magnetic resonance imaging
- dual energy
- healthcare
- single molecule
- palliative care
- artificial intelligence
- machine learning
- contrast enhanced
- clinical trial
- pain management
- double blind
- chronic pain
- diffusion weighted imaging