Quantum Computing Meets Deep Learning: A Promising Approach for Diabetic Retinopathy Classification

Quantum Computing Meets Deep Learning: A Promising Approach for Diabetic Retinopathy Classification

Diabetic retinopathy seems to be the cause of micro-vascular retinal alterations. It remains a leading reason for blindness and vision loss in adults around the age of 20 to 74. Screening for this disease has become vital in identifying referable cases that require complete ophthalmic evaluation and...

Full description

Bibliographic Details
Main Authors: Shtwai Alsubai, Abdullah Alqahtani, Adel Binbusayyis, Mohemmed Sha, Abdu Gumaei, Shuihua Wang
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Mathematics
Subjects:
diabetic retinopathy
deep convolutional neural network
quantum-based neural network
Hadamard gate
coupling gate
multiple qubits
Online Access:https://www.mdpi.com/2227-7390/11/9/2008

Internet

https://www.mdpi.com/2227-7390/11/9/2008

Similar Items