Referral for disease-related visual impairment using retinal photograph-based deep learning: a proof-of-concept, model development study

10.1016/s2589-7500(20)30271-5

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Main Authors:	Tham, Y.-C., Anees, A., Zhang, L., Goh, J.H.L., Rim, T.H., Nusinovici, S., Hamzah, H., Chee, M.-L., Tjio, G., Li, S., Xu, X., Goh, R., Tang, F., Cheung, C.Y.-L., Wang, Y.X., Nangia, V., Jonas, J.B., Gopinath, B., Mitchell, P., Husain, R., Lamoureux, E., Sabanayagam, C., Wang, J.J., Aung, T., Liu, Y., Wong, T.Y., Cheng, C.-Y.
Other Authors:	OPHTHALMOLOGY
Format:	Article
Published:	Elsevier Ltd 2022
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/232179
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Institution:	National University of Singapore

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spelling	sg-nus-scholar.10635-2321792022-10-11T08:05:56Z Referral for disease-related visual impairment using retinal photograph-based deep learning: a proof-of-concept, model development study Tham, Y.-C. Anees, A. Zhang, L. Goh, J.H.L. Rim, T.H. Nusinovici, S. Hamzah, H. Chee, M.-L. Tjio, G. Li, S. Xu, X. Goh, R. Tang, F. Cheung, C.Y.-L. Wang, Y.X. Nangia, V. Jonas, J.B. Gopinath, B. Mitchell, P. Husain, R. Lamoureux, E. Sabanayagam, C. Wang, J.J. Aung, T. Liu, Y. Wong, T.Y. Cheng, C.-Y. OPHTHALMOLOGY DEAN'S OFFICE (DUKE-NUS MEDICAL SCHOOL) DUKE-NUS MEDICAL SCHOOL 10.1016/s2589-7500(20)30271-5 The Lancet Digital Health 3 1 2022-10-11T08:05:55Z 2022-10-11T08:05:55Z 2021-01-01 Article Tham, Y.-C., Anees, A., Zhang, L., Goh, J.H.L., Rim, T.H., Nusinovici, S., Hamzah, H., Chee, M.-L., Tjio, G., Li, S., Xu, X., Goh, R., Tang, F., Cheung, C.Y.-L., Wang, Y.X., Nangia, V., Jonas, J.B., Gopinath, B., Mitchell, P., Husain, R., Lamoureux, E., Sabanayagam, C., Wang, J.J., Aung, T., Liu, Y., Wong, T.Y., Cheng, C.-Y. (2021-01-01). Referral for disease-related visual impairment using retinal photograph-based deep learning: a proof-of-concept, model development study. The Lancet Digital Health 3 (1). ScholarBank@NUS Repository. https://doi.org/10.1016/s2589-7500(20)30271-5 2589-7500 https://scholarbank.nus.edu.sg/handle/10635/232179 Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/ Elsevier Ltd Scopus OA2021
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
description	10.1016/s2589-7500(20)30271-5
author2	OPHTHALMOLOGY
author_facet	OPHTHALMOLOGY Tham, Y.-C. Anees, A. Zhang, L. Goh, J.H.L. Rim, T.H. Nusinovici, S. Hamzah, H. Chee, M.-L. Tjio, G. Li, S. Xu, X. Goh, R. Tang, F. Cheung, C.Y.-L. Wang, Y.X. Nangia, V. Jonas, J.B. Gopinath, B. Mitchell, P. Husain, R. Lamoureux, E. Sabanayagam, C. Wang, J.J. Aung, T. Liu, Y. Wong, T.Y. Cheng, C.-Y.
format	Article
author	Tham, Y.-C. Anees, A. Zhang, L. Goh, J.H.L. Rim, T.H. Nusinovici, S. Hamzah, H. Chee, M.-L. Tjio, G. Li, S. Xu, X. Goh, R. Tang, F. Cheung, C.Y.-L. Wang, Y.X. Nangia, V. Jonas, J.B. Gopinath, B. Mitchell, P. Husain, R. Lamoureux, E. Sabanayagam, C. Wang, J.J. Aung, T. Liu, Y. Wong, T.Y. Cheng, C.-Y.
spellingShingle	Tham, Y.-C. Anees, A. Zhang, L. Goh, J.H.L. Rim, T.H. Nusinovici, S. Hamzah, H. Chee, M.-L. Tjio, G. Li, S. Xu, X. Goh, R. Tang, F. Cheung, C.Y.-L. Wang, Y.X. Nangia, V. Jonas, J.B. Gopinath, B. Mitchell, P. Husain, R. Lamoureux, E. Sabanayagam, C. Wang, J.J. Aung, T. Liu, Y. Wong, T.Y. Cheng, C.-Y. Referral for disease-related visual impairment using retinal photograph-based deep learning: a proof-of-concept, model development study
author_sort	Tham, Y.-C.
title	Referral for disease-related visual impairment using retinal photograph-based deep learning: a proof-of-concept, model development study
title_short	Referral for disease-related visual impairment using retinal photograph-based deep learning: a proof-of-concept, model development study
title_full	Referral for disease-related visual impairment using retinal photograph-based deep learning: a proof-of-concept, model development study
title_fullStr	Referral for disease-related visual impairment using retinal photograph-based deep learning: a proof-of-concept, model development study
title_full_unstemmed	Referral for disease-related visual impairment using retinal photograph-based deep learning: a proof-of-concept, model development study
title_sort	referral for disease-related visual impairment using retinal photograph-based deep learning: a proof-of-concept, model development study
publisher	Elsevier Ltd
publishDate	2022
url	https://scholarbank.nus.edu.sg/handle/10635/232179
_version_	1749178833627512832

Referral for disease-related visual impairment using retinal photograph-based deep learning: a proof-of-concept, model development study

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