Diagnostic Image Quality of a Low-Field (0.55T) Knee MRI Protocol Using Deep Learning Image Reconstruction Compared with a Standard (1.5T) Knee MRI Protocol.
Ingo Lopez SchmidtNina HaagIram ShahzadiLynn Johann FrohweinClaus SchneiderJulius Henning NiehoffJan Robert KroegerJan BorggrefeChristoph MoenninghoffPublished in: Journal of clinical medicine (2023)
Deep learning-reconstructed TSE imaging at 0.55T yielded diagnostic image quality for knee MRI compared with standard 1.5T MRI. The diagnostic performance of meniscal and cartilage pathologies was equal for 0.55T and 1.5T without a significant loss of diagnostic information.
Keyphrases
- image quality
- deep learning
- contrast enhanced
- magnetic resonance imaging
- total knee arthroplasty
- computed tomography
- diffusion weighted imaging
- anterior cruciate ligament
- randomized controlled trial
- knee osteoarthritis
- anterior cruciate ligament reconstruction
- dual energy
- high resolution
- machine learning
- magnetic resonance
- artificial intelligence
- convolutional neural network
- social media
- extracellular matrix
- health information