Deep learning-based image quality assessment for optical coherence tomography macular scans: a multicentre study

Ziqi Tang; Xi Wang; An Ran Ran; Dawei Yang; Anni Ling; Jason C Yam; Xiujuan Zhang; Simon K H Szeto; Jason Chan; Cherie Y K Wong; Vivian W K Hui; Carmen K M Chan; Tien Yin Wong; Ching-Yu Cheng; Charumathi Sabanayagam; Yih Chung Tham; Gerald Liew; Giridhar Anantharaman; Rajiv Raman; Yu Cai; Haoxuan Che; Luyang Luo; Quande Liu; Yiu Lun Wong; Amanda K Y Ngai; Vincent L Yuen; Nelson Kei; Timothy Y Y Lai; Hao Chen; Clement C Tham; Pheng-Ann Heng; Carol Y Cheung

doi:10.1136/bjo-2023-323871

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Deep learning-based image quality assessment for optical coherence tomography macular scans: a multicentre study

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Ziqi Tang Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China PubMed articles Google scholar articles
Xi Wang Zhejiang Lab, Hangzhou, Zhejiang, China Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China PubMed articles Google scholar articles
An Ran Ran Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China PubMed articles Google scholar articles
Dawei Yang Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China PubMed articles Google scholar articles
Anni Ling Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China PubMed articles Google scholar articles
Jason C Yam Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China Hong Kong Eye Hospital, Hong Kong SAR, China PubMed articles Google scholar articles
Xiujuan Zhang Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China PubMed articles Google scholar articles
Simon K H Szeto Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China Hong Kong Eye Hospital, Hong Kong SAR, China PubMed articles Google scholar articles
Jason Chan Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China Hong Kong Eye Hospital, Hong Kong SAR, China PubMed articles Google scholar articles
Cherie Y K Wong Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China Hong Kong Eye Hospital, Hong Kong SAR, China PubMed articles Google scholar articles
Vivian W K Hui Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China Hong Kong Eye Hospital, Hong Kong SAR, China PubMed articles Google scholar articles
Carmen K M Chan Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China Hong Kong Eye Hospital, Hong Kong SAR, China PubMed articles Google scholar articles
Tien Yin Wong Tsinghua Medicine, Tsinghua University, Beijing, China School of Clinical Medicine, Beijing Tsinghua Changgung Hospital, Beijing, China PubMed articles Google scholar articles
Ching-Yu Cheng Singapore Eye Research Institute, Singapore National Eye Centre, Singapore Centre for Innovation and Precision Eye Health, Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore PubMed articles Google scholar articles
Charumathi Sabanayagam Singapore Eye Research Institute, Singapore National Eye Centre, Singapore Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore PubMed articles Google scholar articles
Yih Chung Tham Singapore Eye Research Institute, Singapore National Eye Centre, Singapore Centre for Innovation and Precision Eye Health, Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore PubMed articles Google scholar articles
Gerald Liew Department of Ophthalmology, Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia PubMed articles Google scholar articles
Giridhar Anantharaman Giridhar Eye Institute, Cochin, India PubMed articles Google scholar articles
Rajiv Raman Shri Bhagwan Mahavir Vitreoretinal Services, Sankara Nethralaya, Chennai, India PubMed articles Google scholar articles
Yu Cai Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China PubMed articles Google scholar articles
Haoxuan Che Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China PubMed articles Google scholar articles
Luyang Luo Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China PubMed articles Google scholar articles
Quande Liu Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China PubMed articles Google scholar articles
Yiu Lun Wong Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China PubMed articles Google scholar articles
Amanda K Y Ngai Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China PubMed articles Google scholar articles
Vincent L Yuen Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China PubMed articles Google scholar articles
Nelson Kei School of Life Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China PubMed articles Google scholar articles
Timothy Y Y Lai Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China PubMed articles Google scholar articles
Hao Chen Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China PubMed articles Google scholar articles
Clement C Tham Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China Hong Kong Eye Hospital, Hong Kong SAR, China PubMed articles Google scholar articles
Pheng-Ann Heng Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China Institute of Medical Intelligence and XR, The Chinese University of Hong Kong, Hong Kong SAR, China PubMed articles Google scholar articles
Carol Y Cheung Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China PubMed articles Google scholar articles

Correspondence to Professor Pheng-Ann Heng; pheng{at}cse.cuhk.edu.hk; Dr Carol Y Cheung; carolcheung{at}cuhk.edu.hk

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Citation

Tang Z, Wang X, Ran AR, et al

Deep learning-based image quality assessment for optical coherence tomography macular scans: a multicentre study

British Journal of Ophthalmology 2024;108:1555-1563.

Publication history

Received May 4, 2023
Accepted November 5, 2023
First published July 20, 2024.

Online issue publication

October 22, 2024

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