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Personalized Prediction of Regional Brain Atrophy in Parkinson's Disease through Longitudinal AI Modeling

2025-12-30 neurology Title + abstract only
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Parkinsons disease (PD) involves variable patterns of brain atrophy in different motor and cognitive regions that differ across patients in both location and progression rate. Existing clinical tools and single-modal imaging methods can be difficult to analyze how individual patients atrophy will progress. Thus, we developed and evaluated deep learning models capable of understanding the pattern of 216 features of PD patients and predicting future regional brain atrophy in individuals with PD us...

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