Prediction of diabetic retinopathy using health records with machine learning classifiers and data Science

• Main Authors: Sumathy, B., Chakrabarty, Arindam, Gupta, Sandeep, Hishan, Sanil S., Raj, Bhavana, Gulati, Kamal, Dhiman, Gaurav
• Format: Article
• Language: English
• Published: IGI Global 2022
• Subjects: HB615-715 Entrepreneurship. Risk and uncertainty. Property
• Online Access: http://eprints.utm.my/id/eprint/101400/1/SanilSHishan2022_PredictionofDiabeticRetinopathyUsingHealthRecords.pdf; http://eprints.utm.my/id/eprint/101400/; http://dx.doi.org/10.4018/IJRQEH.299959
• Institution: Universiti Teknologi Malaysia

Diabetes is a rapidly spreading disease. It occurs when the pancreas produces insufficient insulin or the body cannot utilise it effectively. Diabetic retinopathy (DR) and blindness are two major issues for diabetics. Diabetes patients increase the amount of data collected about DR. To extract impor...