Predicting Rheumatoid Arthritis Development Using Hand Ultrasound and Machine Learning-A Two-Year Follow-Up Cohort Study.
Mahyar DaskarehAzin VakilpourErfan Barzegar-GolmoghaniSaeid EsmaeilianSamira GilanchiFatemeh EzzatiMajid AlikhaniElham RahmanipourNiloofar AminiMohammad GhorbaniParham PezeshkPublished in: Diagnostics (Basel, Switzerland) (2024)
Hand US can identify preclinical synovitis and determine the RA risk. The radiocarpal synovial thickness, PIP/MCP synovitis, wrist effusion, and RF and anti-CCP levels are associated with RA development.