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5.7 Artificial intelligence (AI) in diagnosis and monitoring AI and machine learning (ML) are revolutionizing PD management through: Early diagnosis : analyzing digital biomarkers (e.g., voice, gait, handwriting)

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Patient willingness to administer injections (for GLP-1 receptor agonists) and ability to maintain adequate hydration are practical considerations that influence suitability

But outside controlled studies, long-term treatment can be difficult to maintain because of cost, side effects, medication shortages, or limited insurance coverage

"Regulation of TIP60 by ATF2 modulates ATM activation"