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)

Deep learning automated diagnosis and quantitative classification of cataract type and severity: quantifying the effectiveness and usability of deep learning-assisted disease diagnosis models with 14 ophthalmologists and multi-center validations. - Qingyu Chen 001; Tiarnan D. Keenan; Elvira Agrón; Amr S. Elsawy; Emily Y. Chew; Zhiyong Lu (AMIA, 2022)

Predicting myocardial infarction through retinal scans and minimal personal information. - Andres Diaz-Pinto; Nishant Ravikumar; Rahman Attar; Avan Suinesiaputra; Yitian Zhao; Eylem Levelt; Erica Dall' Armellina; Marco Lorenzi; Qingyu Chen 001; Tiarnan D. L. Keenan; Elvira Agrón; Emily Y. Chew; et al. (Nat. Mach. Intell., 2022)

Towards Accountable AI-Assisted Eye Disease Diagnosis: Workflow Design, External Validation, and Continual Learning. - Qingyu Chen 001; Tiarnan D. L. Keenan; Elvira Agrón; Alexis Allot; Emily Guan; Bryant Duong; Amr S. Elsawy; Benjamin Hou; Cancan Xue; Sanjeeb Bhandari; Geoff Broadhead; Chantal Cousineau-Krieger; et al. (CoRR, 2024)