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
- computed tomography
- total knee arthroplasty
- diffusion weighted imaging
- anterior cruciate ligament
- randomized controlled trial
- knee osteoarthritis
- anterior cruciate ligament reconstruction
- artificial intelligence
- dual energy
- convolutional neural network
- magnetic resonance
- machine learning
- healthcare
- mass spectrometry
- photodynamic therapy
- health information