Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy

10.1038/s41746-020-0247-1

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Main Authors:	Yip, M.Y.T., Lim, G., Lim, Z.W., Nguyen, Q.D., Chong, C.C.Y., Yu, M., Bellemo, V., Xie, Y., Lee, X.Q., Hamzah, H., Ho, J., Tan, T.-E., Sabanayagam, C., Grzybowski, A., Tan, G.S.W., Hsu, W., Lee, M.L., Wong, T.Y., Ting, D.S.W.
Other Authors:	DEPARTMENT OF COMPUTER SCIENCE
Format:	Article
Published:	Nature Research 2021
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/198637
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Institution:	National University of Singapore

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spelling	sg-nus-scholar.10635-1986372024-11-14T21:28:27Z Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy Yip, M.Y.T. Lim, G. Lim, Z.W. Nguyen, Q.D. Chong, C.C.Y. Yu, M. Bellemo, V. Xie, Y. Lee, X.Q. Hamzah, H. Ho, J. Tan, T.-E. Sabanayagam, C. Grzybowski, A. Tan, G.S.W. Hsu, W. Lee, M.L. Wong, T.Y. Ting, D.S.W. DEPARTMENT OF COMPUTER SCIENCE DUKE-NUS MEDICAL SCHOOL 10.1038/s41746-020-0247-1 npj Digital Medicine 3 1 40 2021-08-23T03:15:20Z 2021-08-23T03:15:20Z 2020-03-23 Article Yip, M.Y.T., Lim, G., Lim, Z.W., Nguyen, Q.D., Chong, C.C.Y., Yu, M., Bellemo, V., Xie, Y., Lee, X.Q., Hamzah, H., Ho, J., Tan, T.-E., Sabanayagam, C., Grzybowski, A., Tan, G.S.W., Hsu, W., Lee, M.L., Wong, T.Y., Ting, D.S.W. (2020-03-23). Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy. npj Digital Medicine 3 (1) : 40. ScholarBank@NUS Repository. https://doi.org/10.1038/s41746-020-0247-1 23986352 https://scholarbank.nus.edu.sg/handle/10635/198637 Attribution 4.0 International http://creativecommons.org/licenses/by/4.0/ Nature Research Scopus OA2020
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
description	10.1038/s41746-020-0247-1
author2	DEPARTMENT OF COMPUTER SCIENCE
author_facet	DEPARTMENT OF COMPUTER SCIENCE Yip, M.Y.T. Lim, G. Lim, Z.W. Nguyen, Q.D. Chong, C.C.Y. Yu, M. Bellemo, V. Xie, Y. Lee, X.Q. Hamzah, H. Ho, J. Tan, T.-E. Sabanayagam, C. Grzybowski, A. Tan, G.S.W. Hsu, W. Lee, M.L. Wong, T.Y. Ting, D.S.W.
format	Article
author	Yip, M.Y.T. Lim, G. Lim, Z.W. Nguyen, Q.D. Chong, C.C.Y. Yu, M. Bellemo, V. Xie, Y. Lee, X.Q. Hamzah, H. Ho, J. Tan, T.-E. Sabanayagam, C. Grzybowski, A. Tan, G.S.W. Hsu, W. Lee, M.L. Wong, T.Y. Ting, D.S.W.
spellingShingle	Yip, M.Y.T. Lim, G. Lim, Z.W. Nguyen, Q.D. Chong, C.C.Y. Yu, M. Bellemo, V. Xie, Y. Lee, X.Q. Hamzah, H. Ho, J. Tan, T.-E. Sabanayagam, C. Grzybowski, A. Tan, G.S.W. Hsu, W. Lee, M.L. Wong, T.Y. Ting, D.S.W. Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy
author_sort	Yip, M.Y.T.
title	Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy
title_short	Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy
title_full	Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy
title_fullStr	Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy
title_full_unstemmed	Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy
title_sort	technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy
publisher	Nature Research
publishDate	2021
url	https://scholarbank.nus.edu.sg/handle/10635/198637
_version_	1821185933522763776

Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy

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