Eye Exam Could Lead to Early Parkinson's Disease Diagnosis (IMAGE)
Caption
Machine learning processes: (a) The blood vessels are selected from the original fundus image by a machine learning network called U-Net which was trained to select blood vessels in the eye. The vessels are then fed into the support vector machine classifier to diagnose if a person has Parkinson's disease. (b) A grey-scale image is created from the fundus image and them the vessels are selected by the same U-Net network to improve the selection of blood vessels.
Credit
Radiological Society of North America
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