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Metatarsophalangeal Joint

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Developing an interpretable machine learning model for diagnosing gout using clinical and ultrasound features.

European journal of radiology 39893823
OBJECTIVE: To develop a machine learning (ML) model using clinical data and ultrasound features for gout prediction, and apply SHapley Additive exPlanations (SHAP) for model interpretation.
Adult Aged Female Gout Humans Image Interpretation, Computer-Assisted Machine Learning Male Metatarsophalangeal Joint Middle Aged Sensitivity and Specificity Ultrasonography Uric Acid
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