Deep Neural Network for Predicting Diabetic Retinopathy from Risk Factors

Deep Neural Network for Predicting Diabetic Retinopathy from Risk Factors

Extracting information from individual risk factors provides an effective way to identify diabetes risk and associated complications, such as retinopathy, at an early stage. Deep learning and machine learning algorithms are being utilized to extract information from individual risk factors to improv...

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Bibliographic Details
Main Authors: Ganjar Alfian, Muhammad Syafrudin, Norma Latif Fitriyani, Muhammad Anshari, Pavel Stasa, Jiri Svub, Jongtae Rhee
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Mathematics
Subjects:
retinopathy
risk factor
machine learning
deep neural network
recursive feature elimination
deep learning
Online Access:https://www.mdpi.com/2227-7390/8/9/1620

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