Paranasal sinus occupancy assessed from magnetic resonance images-associations with clinical indicators in patients with systemic lupus erythematosus.
Maria Del Carmen Valdés-HernándezKaren J FergusonPearlyn LoonGrant KirkwoodJun-Fang ZhangNicole AmftStuart H RalstonYun-Cheng WuJoanna M WardlawStewart J WisemanPublished in: Rheumatology (Oxford, England) (2023)
In patients with SLE, MRI computational assessment of sinuses opaqueness and LM scores modified at a 50% cut-off may be useful tools in understanding the relationships among paranasal sinus occupancy, disease activity and SVD markers.
Keyphrases
- disease activity
- systemic lupus erythematosus
- magnetic resonance
- rheumatoid arthritis
- contrast enhanced
- rheumatoid arthritis patients
- ankylosing spondylitis
- juvenile idiopathic arthritis
- magnetic resonance imaging
- deep learning
- convolutional neural network
- computed tomography
- diffusion weighted imaging
- optical coherence tomography
- machine learning