| 2025 | MICCAI | abVAE: Attribute-Based Booster Variational Autoencoder for Interpretable Latent Presentation in Optical Coherence Tomography of Glaucomatous Eyes. | Pei-Hsin Chiu, Brett A. Johnson, Edward F. Linton, Andrew E. Pouw, Michael Wall, Young H. Kwon, Randy H. Kardon, Jui-Kai Wang, Mona Kathryn Garvin |
| 2023 | MICCAI | Utilizing Meta Pseudo Labels for Semantic Segmentation of Targeted Optic Nerve Features. | Ashelyn Mann, Adam Hedberg-Buenz, Michael G. Anderson, Mona Kathryn Garvin |
| 2023 | MICCAI | Automated Optic Disc Finder and Segmentation Using Deep Learning for Blood Flow Studies in the Eye. | Noriyoshi Takahashi, Jui-Kai Wang, Edward F. Linton, Noor-Us-Sabah Ahmad, Julie K. Nellis, Mona Kathryn Garvin, Randy H. Kardon |
| 2021 | MICCAI | Representation and Reconstruction of Image-Based Structural Patterns of Glaucomatous Defects Using only Two Latent Variables from a Variational Autoencoder. | Jui-Kai Wang, Randy H. Kardon, Mona Kathryn Garvin |
| 2020 | MICCAI | Deep-Learning-Based Estimation of 3D Optic-Nerve-Head Shape from 2D Color Fundus Photographs in Cases of Optic Disc Swelling. | Mohammad Shafkat Islam, Jui-Kai Wang, Wenxiang Deng, Matthew J. Thurtell, Randy H. Kardon, Mona Kathryn Garvin |
| 2019 | MICCAI | Region-Based Segmentation of Capillary Density in Optical Coherence Tomography Angiography. | Wenxiang Deng, Michelle R. Tamplin, Isabella M. Grumbach, Randy H. Kardon, Mona Kathryn Garvin |
| 2018 | MICCAI | Local Estimation of the Degree of Optic Disc Swelling from Color Fundus Photography. | Samuel S. Johnson, Jui-Kai Wang, Mohammad Shafkat Islam, Matthew J. Thurtell, Randy H. Kardon, Mona Kathryn Garvin |
| 2017 | MICCAI | Automatic Detection of Folds and Wrinkles Due to Swelling of the Optic Disc. | Jason Agne, Jui-Kai Wang, Randy H. Kardon, Mona Kathryn Garvin |
| 2014 | MICCAI | Automated 3D Segmentation of Multiple Surfaces with a Shared Hole: Segmentation of the Neural Canal Opening in SD-OCT Volumes. | Bhavna Josephine Antony, Mohammad Saleh Miri, Michael D. Abrmoff, Young H. Kwon, Mona Kathryn Garvin |
| 2013 | MICCAI | Automated Separation of Binary Overlapping Trees in Low-Contrast Color Retinal Images. | Qiao Hu, Michael D. Abrmoff, Mona Kathryn Garvin |
| 2010 | CVPR | Simultaneous searching of globally optimal interacting surfaces with shape priors. | Qi Song, Xiaodong Wu, Yunlong Liu, Milan Sonka, Mona Kathryn Garvin |
| 2010 | MICCAI | Automated Segmentation of 3-D Spectral OCT Retinal Blood Vessels by Neural Canal Opening False Positive Suppression. | Zhihong Hu, Meindert Niemeijer, Michael D. Abrmoff, Kyungmoo Lee, Mona Kathryn Garvin |