Feature-based retinal image registration for longitudinal analysis of patients with age-related macular degeneration. - Tharindu De Silva; Nathan Hotaling; Emily Y. Chew; Catherine Cukras (Image Processing, 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)

Automatic detection of ellipsoid zone loss due to Hydroxychloroquine retinal toxicity from SD-OCT imaging. - Tharindu S. De Silva; Gopal Jayakar; Peyton Grisso; Emily Y. Chew; Nathan Hotaling; Catherine A. Cukras (Computer-Aided Diagnosis, 2021)

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)

Active Cell Appearance Model Induced Generative Adversarial Networks for Annotation-Efficient Cell Segmentation and Identification on Adaptive Optics Retinal Images. - Jianfei Liu; Christine Shen; Nancy Aguilera; Catherine Cukras; Robert B. Hufnagel; Wadih M. Zein; Tao Liu 036; Johnny Tam (IEEE Trans. Medical Imaging, 2021)

Hybrid transformer for lesion segmentation on adaptive optics retinal images. - Jianfei Liu; Joanne Li; Amday Wolde; Catherine Cukras; Johnny Tam (Computer-Aided Diagnosis, 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)

Semi-supervised learning approach for automatic detection of hyperreflective foci in SD-OCT imaging. - Tharindu De Silva; Kristina Heß; Cameron Duic; Souvick Mukherjee; Hector Sandoval; Jessica Aduwo; Tiarnan D. Keenan; Emily Y. Chew; Catherine Cukras (Computer-Aided Diagnosis, 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)