An attention-based multiple instance learning pipeline predicts Sharp/van der Heijde scores from dual-hand radiographs with PCC 0.945, near radiologist-level accuracy.
z , B.W.: Deep learning models to automate the scoring of hand radiographs for rheumatoid arthritis
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Interpretable Rheumatoid Arthritis Scoring via Anatomy-aware Multiple Instance Learning
An attention-based multiple instance learning pipeline predicts Sharp/van der Heijde scores from dual-hand radiographs with PCC 0.945, near radiologist-level accuracy.