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

by Michelle Y. T. Yip, Gilbert Lim, Zhan Wei Lim, Quang D. Nguyen, Crystal C. Y. Chong, Marco Yu, Valentina Bellemo, Yuchen Xie, Xin Qi Lee, Haslina Hamzah, Jinyi Ho, Tien-En Tan, Charumathi Sabanayagam, Andrzej Grzybowski, Gavin S. W. Tan, Wynne Hsu, Mong Li Lee, Tien Yin Wong, Daniel S. W. Ting
Published 2020-03-01

Artificial intelligence using deep learning to screen for referable and vision-threatening diabetic retinopathy in Africa: a clinical validation study

by Valentina Bellemo, MSc, Zhan W Lim, PhD, Gilbert Lim, PhD, Quang D Nguyen, BEng, Yuchen Xie, MScPH, Michelle Y T Yip, BA, Haslina Hamzah, BSc, Jinyi Ho, DFST, Xin Q Lee, BSc (Hons), Wynne Hsu, PhD, Mong L Lee, PhD, Lillian Musonda, MD, Manju Chandran, FRCOphth, Grace Chipalo-Mutati, FCOphth (ECSA), Mulenga Muma, FCOphth (ECSA), Gavin S W Tan, MD, Sobha Sivaprasad, FRCOphth, Geeta Menon, FRCOphth, Tien Y Wong, MD, Daniel S W Ting, MD
Published 2019-05-01