PIDGN: An explainable multimodal deep learning framework for early prediction of Parkinson's disease.

Abstract excerpt

BACKGROUND: Parkinson's disease (PD), the second most common neurodegenerative disease in the world, is usually not diagnosed until the later stages of the disease, when patients might have already missed the best treatment period. Therefore, more effective prediction methods based on artificial intelligence (AI) are needed to assist physicians in timely diagnosis. NEW METHODS: An explainable deep learning-based...

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