Fundus Image Classification Research Based on Ensemble Convolutional Neural Network and Vision Transformer

Yuan Yuan; Minghui Chen; Shuting Ke; Teng Wang; Longxi He; Linjie Lü; Hao Sun; Jiannan Liu

doi:10.3788/CJL202249.2007205

Chinese Journal of Lasers, Volume. 49, Issue 20, 2007205(2022)

Fundus Image Classification Research Based on Ensemble Convolutional Neural Network and Vision Transformer

Yuan Yuan, Minghui Chen^*, Shuting Ke, Teng Wang, Longxi He, Linjie Lü, Hao Sun, and Jiannan Liu

Shanghai Engineering Research Center of Interventional Medical, Ministry of Education of Medical Optical Engineering Center, School of Health Sciences and Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China

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Yuan Yuan, Minghui Chen, Shuting Ke, Teng Wang, Longxi He, Linjie Lü, Hao Sun, Jiannan Liu. Fundus Image Classification Research Based on Ensemble Convolutional Neural Network and Vision Transformer[J]. Chinese Journal of Lasers, 2022, 49(20): 2007205

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Paper Information

Category: Biomedical Optical Imaging

Received: Mar. 4, 2022

Accepted: Jun. 6, 2022

Published Online: Aug. 10, 2022

The Author Email: Chen Minghui (cmhui.43@163.com)

DOI:10.3788/CJL202249.2007205

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology