Advanced neural networks for classification of MRI in psoriatic arthritis, seronegative, and seropositive rheumatoid arthritis.
Lukas FolleSara BayatArnd KleyerFilippo FagniLorenz A KapsnerMaja SchlerethTimo MeinderinkKatharina BreiningerKoray TascilarGerhard KrönkeMichael UderMichael SticherlingSebastian BickelhauptGeorg SchettAndreas MaierFrank RoemerDavid SimonPublished in: Rheumatology (Oxford, England) (2022)
Neural networks can be successfully trained to distinguish MRI inflammation related to seropositive RA, seronegative RA, and PsA.
Keyphrases
- neural network
- rheumatoid arthritis
- disease activity
- contrast enhanced
- magnetic resonance imaging
- prostate cancer
- ankylosing spondylitis
- diffusion weighted imaging
- interstitial lung disease
- oxidative stress
- machine learning
- deep learning
- systemic lupus erythematosus
- computed tomography
- magnetic resonance
- systemic sclerosis
- body composition
- high intensity