Fully automated and robust analysis technique for popliteal artery vessel wall evaluation (FRAPPE) using neural network models from standardized knee MRI.
Li ChenGador CantonWenjin LiuDaniel S HippeNiranjan BaluHiroko WataseThomas S HatsukamiJohn C WatertonJenq-Neng HwangChun YuanPublished in: Magnetic resonance in medicine (2020)
This technique can be used in large population-based studies, such as OAI, to efficiently assess the burden of atherosclerosis from routine MR knee scans.
Keyphrases
- neural network
- contrast enhanced
- total knee arthroplasty
- knee osteoarthritis
- magnetic resonance imaging
- computed tomography
- anterior cruciate ligament
- magnetic resonance
- anterior cruciate ligament reconstruction
- machine learning
- cardiovascular disease
- deep learning
- clinical practice
- high throughput
- diffusion weighted imaging
- type diabetes
- case control