Enhancing Retinal Fundus Image Quality Assessment With Swin-Transformer–Based Learning Across Multiple Color-Spaces

Author:

Huang Chengcheng1,Jiang Yukang2,Yang Xiaochun3,Wei Chiyu1,Chen Hongyu4,Xiong Weixue1,Lin Henghui1,Wang Xueqin5,Tian Ting2,Tan Haizhu1

Affiliation:

1. Department of Preventive Medicine, Shantou University Medical College, Shantou, China

2. School of Mathematics, Sun Yat-Sen University, Guangzhou, Guangdong, China

3. The First People's Hospital of Yun Nan Province, Kunming, China

4. Department of Optoelectronic Information Science and Engineering, Physical and Materials Science College, Guangzhou University, Guangzhou, China

5. School of Management, University of Science and Technology of China, Hefei, Anhui, China

Publisher

Association for Research in Vision and Ophthalmology (ARVO)

Reference37 articles.

1. Application of deep learning for retinal image analysis: a review;Badar;Comp Sci Rev,2020

2. Quality assessment of colour fundus and fluorescein angiography images using deep learning;König;Br J Ophthalmol,2023

3. Development and application of a standardized testset for an artificial intelligence medical device intended for the computer-aided diagnosis of diabetic retinopathy;Wang;J Healthcare Eng,2023

4. Identification of suitable fundus images using automated quality assessment methods;Sevik;J Biomed Opt,Apr 2014

5. Suitability of UK Biobank retinal images for automatic analysis of morphometric properties of the vasculature;MacGillivray;PLoS One,2015

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