DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus photographs. - Yifan Peng 002; Shazia Dharssi; Qingyu Chen 001; Tiarnan D. Keenan; Elvira Agrón; Wai T. Wong; Emily Y. Chew; Zhiyong Lu (CoRR, 2018)

A multi-task deep learning model for the classification of Age-related Macular Degeneration. - Qingyu Chen 001; Yifan Peng 002; Tiarnan D. Keenan; Shazia Dharssi; Elvira Agrón; Wai T. Wong; Emily Y. Chew; Zhiyong Lu (CoRR, 2018)

A deep learning-based survival model for prediction of progression in late Age-related Macular Degeneration (AMD) from color fundus photographs. - Yifan Peng 002; Tiarnan D. Keenan; Qingyu Chen 001; Elvira Agrón; Wai T. Wong; Emily Y. Chew; Zhiyong Lu (AMIA, 2019)

A deep learning approach for automated detection of geographic atrophy from color fundus photographs. - Tiarnan D. Keenan; Shazia Dharssi; Yifan Peng 002; Qingyu Chen 001; Elvira Agrón; Wai T. Wong; Zhiyong Lu; Emily Y. Chew (CoRR, 2019)

Detection of reticular pseudodrusen using deep learning. - Qingyu Chen 001; Tiarnan D. Keenan; Yifan Peng 002; Elvira Agrón; Christopher Hwang; Alisa T. Thavikulwat; Debora Lee; Wai T. Wong; Emily Y. Chew; Zhiyong Lu (AMIA, 2020)

Multi-modal, multi-task, multi-attention (M3) deep learning detection of reticular pseudodrusen: towards automated and accessible classification of age-related macular degeneration. - Qingyu Chen 001; Tiarnan D. L. Keenan; Alexis Allot; Yifan Peng 002; Elvira Agrón; Amitha Domalpally; Caroline C. W. Klaver; Daniel T. Luttikhuizen; Marcus H. Colyer; Catherine A. Cukras; Henry E. Wiley; M. Teresa Magone; et al. (CoRR, 2020)

Predicting risk of late age-related macular degeneration using deep learning. - Yifan Peng 002; Tiarnan D. Keenan; Qingyu Chen 001; Elvira Agrón; Alexis Allot; Wai T. Wong; Emily Y. Chew; Zhiyong Lu (npj Digit. Medicine, 2020)

Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration. - Qingyu Chen 001; Tiarnan D. L. Keenan; Alexis Allot; Yifan Peng 002; Elvira Agrón; Amitha Domalpally; Caroline C. W. Klaver; Daniel T. Luttikhuizen; Marcus H. Colyer; Catherine A. Cukras; Henry E. Wiley; M. Teresa Magone; et al. (J. Am. Medical Informatics Assoc., 2021)