Deep Learning Predicts Prevalent and Incident Parkinson's Disease From UK Biobank Fundus Imaging

arXiv:2302.06727v3 Announce Type: replace
Abstract: Parkinson's disease is the world's fastest-growing neurological disorder. Research to elucidate the mechanisms of Parkinson's disease and automate diagnostics would greatly improve the treatment of patients with Parkinson's disease. Current diagnostic methods are expensive and have limited availability. Considering the insidious and preclinical onset and progression of the disease, a desirable screening should be diagnostically accurate even before the onset of symptoms to allow medical interventions. We highlight retinal fundus imaging, often termed a window …

abstract arxiv automate availability cs.cv cs.lg current deep learning diagnostic diagnostics disease eess.iv imaging incident insidious parkinson parkinson's parkinson's disease patients research treatment type world