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)

Automated and Accessible Diagnosis of Age-related Macular Degeneration: a Comparative Analysis of the impact of machine learning models in clinical diagnostic Workflows. - Qingyu Chen 001; Tiarnan D. Keenan; Alexis Allot; Sanjeeb Bhandari; Geoff Broadhead; Chantal Cousineau-Krieger; Ellen Davis; William G. Gensheimer; David Grasic; Seema Gupta; Eleni Konstantinou; Tania Lamba; et al. (AMIA, 2022)

Device specific SD-OCT retinal layer segmentation using cycle-generative adversarial networks in patients with AMD. - Souvick Mukherjee; Tharindu De Silva; Gopal Jayakar; Peyton Grisso; Henry E. Wiley; Tiarnan D. Keenan; Alisa T. Thavikulwat; Emily Y. Chew; Catherine Cukras (Computer-Aided Diagnosis, 2022)

Retinal layer segmentation for age-related macular degeneration patients with 3D-UNet. - Souvick Mukherjee; Tharindu De Silva; Gopal Jayakar; Peyton Grisso; Henry E. Wiley; Tiarnan D. Keenan; Alisa T. Thavikulwat; Emily Y. Chew; Catherine Cukras (Computer-Aided Diagnosis, 2022)

Robust convolutional neural networks against adversarial attacks on medical images. - Xiaoshuang Shi; Yifan Peng 002; Qingyu Chen 001; Tiarnan D. Keenan; Alisa T. Thavikulwat; Sungwon Lee 003; Yuxing Tang; Emily Y. Chew; Ronald M. Summers; Zhiyong Lu (Pattern Recognit., 2022)

Drusen segmentation in color fundus photographs for drusenoid pigment epithelial detachment patients based on ground-truth derived from SD-OCTs. - Souvick Mukherjee; Cameron Duic; Tharindu De Silva; Tiarnan D. Keenan; Alisa T. Thavikulwat; Emily Y. Chew; Catherine Cukras (Computer-Aided Diagnosis, 2023)

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)