Thirty-six PD-NDs (age 70.7 ± 9.8 years; 94% males; median disease duration 4 years) and 41 controls (age 67.7 ± 4.0 years; 76% males) from SAVAHCS completed evaluation at T0. PD-NDs exhibited deficits in low level vision (contrast sensitivity, color vision), ventral visual pathway (configural/feature-based processing of faces), dorsal visual pathway (cancellation tasks, King-Devick test, object/people search), and top-down executive control (anti-saccade and flanker tasks). At T10, abnormal anti-saccade demonstrated the strongest predictive value, correlating with time to aspiration pneumonia, injurious falls, dementia, and death. Low-level vision dysfunction was associated with time to aspiration pneumonia and mortality. Dorsal pathway dysfunction was linked to dementia and mortality. Ventral pathway dysfunction correlated with presence of aspiration pneumonia and time to freezing of gait. Statistical significance was determined at p < 0.05.