Diagnosis of Diabetic Retinopathy through Retinal Fundus Images and 3D Convolutional Neural Networks with Limited Number of Samples

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作者
Tufail, Ahsan Bin [1 ,2 ]
Ullah, Inam [3 ]
Khan, Wali Ullah [4 ]
Asif, Muhammad [5 ]
Ahmad, Ijaz [6 ]
Ma, Yong-Kui [1 ]
Khan, Rahim [1 ]
Kalimullah [7 ]
Ali, Md. Sadek [8 ]
机构
[1] School of Electronics and Information, Harbin Institute of Technology, Harbin, China
[2] Department of Electrical and Computer Engineering, COMSATS University Islamabad, Sahiwal Campus, Pakistan
[3] College of Internet of Things (IoT) Engineering, Hohai University (HHU), Changzhou Campus, Changzhou,213022, China
[4] Interdisciplinary Centre for Security, Reliability and Trust (SnT)/SigCom, University of Luxembourg, Luxembourg,1855, Luxembourg
[5] College of Electronics and Information Engineering, Shenzhen University, Shenzhen,518060, China
[6] School of Pattern Recognition and Intelligent System, Shenzhen Institute of Advance Technology (Chinese Academy of Sciences), Shenzhen, China
[7] Department of Electrical Engineering, University of Science and Technology Bannu, Khyber Pakhtunkhwa, Pakistan
[8] Communication Research Laboratory, Department of Information and Communication Technology, Islamic University, Kushtia,7003, Bangladesh
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Convolutional neural networks;
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