Enhancing Tenosynovitis Diagnosis With XGBoost: A Machine Learning Approach Using Ultrasound Data
Zhao Yi, Nan Zhuang, Ennuo Ma, Ruixiang Yin et autres
BACKGROUND: Rheumatoid arthritis (RA) is a systemic autoimmune disorder characterized by chronic inflammation and progressive joint destruction. Tenosynovitis is one of the early manifestations of RA. This study aims to develop a machine learning (ML)-based model using ultrasound (US) radiomics to objectively …
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Ultrasound in Medicine & Biology