Predicting Diabetic Retinopathy and Nephropathy Complications Using Machine Learning Techniques

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