AIBullisharXiv – CS AI · 9h ago6/10
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SGC-RML: A reliable and interpretable longitudinal assessment for PD in real-world DNS
SGC-RML is a new AI framework that improves Parkinson's disease assessment by combining speech, gait, and wearable sensor data while providing reliability estimates and confidence measures. The model achieves strong predictive performance across multiple datasets and can reject uncertain assessments or recommend retesting, addressing critical gaps in real-world digital health monitoring.