Aggregated wearable sensor, smartphone, and clinical digital biomarker datasets for neurodegeneration prediction, including the UPDRS/MDS-UPDRS sensor substudy, the FDA MyStudies digital PD data, and speech/gait analysis cohorts. Covers AI-driven detection of neurodegeneration 5-10 years before diagnosis via retinal imaging, sleep, and smartphone data.