Predicting Diabetic Retinopathy and Nephropathy Complications Using Machine Learning Techniques

Diabetes and its complications, especially Diabetic Retinopathy (DR) and Diabetic Nephropathy (DN) is a big challenge to the global healthcare system and needs accurate predictive models to help in early diagnosis and intervention. In this study we used a dataset from a reputed medical center in Ind...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	D. R. Manjunath, J. J. Lohith, S. Selva Kumar, Abhijit Das
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Diabetic retinopathy diabetic nephropathy machine learning XGBoost clinical prediction feature importance
Online Access:	https://ieeexplore.ieee.org/document/10969779/