Super-resolution musculoskeletal MRI using deep learning.
Akshay S ChaudhariZhongnan FangFeliks KoganJeff WoodKathryn J StevensEric K GibbonsJin Hyung LeeGarry E GoldBrian A HargreavesPublished in: Magnetic resonance in medicine (2018)
DeepResolve was capable of resolving high-resolution thin-slice knee MRI from lower-resolution thicker slices, achieving superior quantitative and qualitative diagnostic performance to both conventionally used and state-of-the-art methods.
Keyphrases
- high resolution
- deep learning
- contrast enhanced
- magnetic resonance imaging
- diffusion weighted imaging
- total knee arthroplasty
- systematic review
- mass spectrometry
- computed tomography
- magnetic resonance
- knee osteoarthritis
- machine learning
- convolutional neural network
- tandem mass spectrometry
- anterior cruciate ligament
- image quality
- high speed
- liquid chromatography