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A schematic illustration demonstrates how machine learning-based classifiers can be applied to improve the approach to PD therapeutics. f(1) . Our classifier can classify individuals into PD and healthy groups. The PD-diagnosed individuals can be further classified based on their mechanistic subtype. f(2) . Mechanism-specific targeting drugs could be matched with PD patients based on their own disease subtypes.

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