Diabetes Correlated Renal Fault Prediction through Deep Learning

Diabetes Correlated Renal Fault Prediction through Deep Learning

INTRODUCTION: Diabetic nephropathy is one of the complications of diabetes that causes damage to kidneys. Deep learning techniques are widely used to predict different diseases. OBJECTIVES: The main aim of this work is to develop an effective prediction model using deep...

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Bibliographic Details
Main Authors: Shiva Reddy, Nilambar Sethi, R. Rajender
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2020-12-01
Series:EAI Endorsed Transactions on Pervasive Health and Technology
Subjects:
diabetic nephropathy
deep learning technique
naive bayes (nb),cart
logistic regression
support vector machine (svm)
deep belief network(dbn)
machine learning(ml)
area under pr curve(aupr)
area under roc curve (auroc)
gini coefficient and jaccard index
Online Access:https://eudl.eu/pdf/10.4108/eai.11-11-2020.166958

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