ResNet Based Deep Features and Random Forest Classifier for Diabetic Retinopathy Detection

ResNet Based Deep Features and Random Forest Classifier for Diabetic Retinopathy Detection

Diabetic retinopathy, an eye disease commonly afflicting diabetic patients, can result in loss of vision if prompt detection and treatment are not done in the early stages. Once the symptoms are identified, the severity level of the disease needs to be classified for prescribing the right medicine....

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Bibliographic Details
Main Authors: Muhammad Kashif Yaqoob, Syed Farooq Ali, Muhammad Bilal, Muhammad Shehzad Hanif, Ubaid M. Al-Saggaf
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Sensors
Subjects:
Deep Features
ResNet-50
Random Forest
diabetic macular edema
Referable DME
Inception-v3
Online Access:https://www.mdpi.com/1424-8220/21/11/3883

Internet

https://www.mdpi.com/1424-8220/21/11/3883

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