Mona Kathryn Garvin

51 papers A* 1B 11Journal 12Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	abVAE: Attribute-Based Booster Variational Autoencoder for Interpretable Latent Presentation in Optical Coherence Tomography of Glaucomatous Eyes. OMIA@MICCAI 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	—	`conf`	Automated Optic Disc Finder and Segmentation Using Deep Learning for Blood Flow Studies in the Eye. OMIA@MICCAI Noriyoshi Takahashi, Jui-Kai Wang, Edward F. Linton, Noor-Us-Sabah Ahmad, Julie K. Nellis, Mona Kathryn Garvin, Randy H. Kardon
2023	—	`conf`	Utilizing Meta Pseudo Labels for Semantic Segmentation of Targeted Optic Nerve Features. OMIA@MICCAI Ashelyn Mann, Adam Hedberg-Buenz, Michael G. Anderson, Mona Kathryn Garvin
2022	—	`conf`	A superpixel-histogram method to analyze retinal, optic nerve, and choroidal blood flow using laser speckle flowgraphy. Biomedical Applications in Molecular, Structural, and Functional Imaging Jui-Kai Wang, Michelle R. Tamplin, Mona Kathryn Garvin, Isabella M. Grumbach, Randy H. Kardon
2022	B	`conf`	Automated macular OCT retinal surface segmentation in cases of severe glaucoma using deep learning. Image Processing Hui Xie, Jui-Kai Wang, Randy H. Kardon, Mona Kathryn Garvin, Xiaodong Wu
2021	—	`ed.`	Ophthalmic Medical Image Analysis - 8th International Workshop, OMIA 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings OMIA@MICCAI Huazhu Fu, Mona Kathryn Garvin, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng
2021	—	`conf`	Representation and Reconstruction of Image-Based Structural Patterns of Glaucomatous Defects Using only Two Latent Variables from a Variational Autoencoder. OMIA@MICCAI Jui-Kai Wang, Randy H. Kardon, Mona Kathryn Garvin
2020	—	`conf`	Deep-Learning-Based Estimation of 3D Optic-Nerve-Head Shape from 2D Color Fundus Photographs in Cases of Optic Disc Swelling. OMIA@MICCAI Mohammad Shafkat Islam, Jui-Kai Wang, Wenxiang Deng, Matthew J. Thurtell, Randy H. Kardon, Mona Kathryn Garvin
2020	—	`ed.`	Ophthalmic Medical Image Analysis - 7th International Workshop, OMIA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings OMIA@MICCAI Huazhu Fu, Mona Kathryn Garvin, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng
2019	—	`ed.`	Ophthalmic Medical Image Analysis - 6th International Workshop, OMIA 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, Proceedings OMIA@MICCAI Huazhu Fu, Mona Kathryn Garvin, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng
2019	—	`conf`	Region-Based Segmentation of Capillary Density in Optical Coherence Tomography Angiography. OMIA@MICCAI Wenxiang Deng, Michelle R. Tamplin, Isabella M. Grumbach, Randy H. Kardon, Mona Kathryn Garvin
2018	—	`ed.`	Computational Pathology and Ophthalmic Medical Image Analysis - First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings COMPAY/OMIA@MICCAI Danail Stoyanov, Zeike Taylor, Francesco Ciompi, Yanwu Xu, Anne L. Martel, Lena Maier-Hein, Nasir M. Rajpoot, Jeroen van der Laak, Mitko Veta, Stephen J. McKenna, David R. J. Snead, Emanuele Trucco, Mona Kathryn Garvin, Xinjian Chen, Hrvoje Bogunovic
2018	—	`conf`	Local Estimation of the Degree of Optic Disc Swelling from Color Fundus Photography. COMPAY/OMIA@MICCAI Samuel S. Johnson, Jui-Kai Wang, Mohammad Shafkat Islam, Matthew J. Thurtell, Randy H. Kardon, Mona Kathryn Garvin
2017	J	`jnl`	A machine-learning graph-based approach for 3D segmentation of Bruch's membrane opening from glaucomatous SD-OCT volumes. Medical Image Anal. Mohammad Saleh Miri, Michael D. Abràmoff, Young H. Kwon, Milan Sonka, Mona Kathryn Garvin
2017	—	`conf`	Automatic Detection of Folds and Wrinkles Due to Swelling of the Optic Disc. FIFI/OMIA@MICCAI Jason Agne, Jui-Kai Wang, Randy H. Kardon, Mona Kathryn Garvin
2017	—	`ed.`	Fetal, Infant and Ophthalmic Medical Image Analysis - International Workshop, FIFI 2017, and 4th International Workshop, OMIA 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings FIFI/OMIA@MICCAI M. Jorge Cardoso, Tal Arbel, Andrew Melbourne, Hrvoje Bogunovic, Pim Moeskops, Xinjian Chen, Ernst Schwartz, Mona Kathryn Garvin, Emma C. Robinson, Emanuele Trucco, Michael Ebner, Yanwu Xu, Antonios Makropoulos, Adrien E. Desjardins, Tom Vercauteren
2017	J	`jnl`	Incorporation of gradient vector flow field in a multimodal graph-theoretic approach for segmenting the internal limiting membrane from glaucomatous optic nerve head-centered SD-OCT volumes. Comput. Medical Imaging Graph. Mohammad Saleh Miri, Victor A. Robles, Michael D. Abràmoff, Young H. Kwon, Mona Kathryn Garvin
2015	B	`conf`	Combined use of high-definition and volumetric optical coherence tomography for the segmentation of neural canal opening in cases of optic nerve edema. Image Processing Jui-Kai Wang, Randy Kardon, Mona Kathryn Garvin
2015	—	`conf`	Determining degree of optic nerve edema from color fundus photography. Computer-Aided Diagnosis Jason Agne, Jui-Kai Wang, Randy H. Kardon, Mona Kathryn Garvin
2015	J	`jnl`	Multimodal Segmentation of Optic Disc and Cup From SD-OCT and Color Fundus Photographs Using a Machine-Learning Graph-Based Approach. IEEE Trans. Medical Imaging Mohammad Saleh Miri, Michael D. Abràmoff, Kyungmoo Lee, Meindert Niemeijer, Jui-Kai Wang, Young H. Kwon, Mona Kathryn Garvin
2015	—	`conf`	Semi-automated 2D Bruch's membrane shape analysis in papilledema using spectral-domain optical coherence tomography. Biomedical Applications in Molecular, Structural, and Functional Imaging Jui-Kai Wang, Patrick A. Sibony, Randy H. Kardon, Mark J. Kupersmith, Mona Kathryn Garvin
2014	—	`conf`	Automated 3D Segmentation of Multiple Surfaces with a Shared Hole: Segmentation of the Neural Canal Opening in SD-OCT Volumes. MICCAI (1) Bhavna Josephine Antony, Mohammad Saleh Miri, Michael D. Abràmoff, Young H. Kwon, Mona Kathryn Garvin
2014	—	`conf`	Automated surface segmentation of internal limiting membrane in spectral-domain optical coherence tomography volumes with a deep cup using a 3-D range expansion approach. ISBI Abhay Shah, Jui-Kai Wang, Mona Kathryn Garvin, Milan Sonka, Xiaodong Wu
2014	—	`ch.`	Graph Algorithmic Techniques for Biomedical Image Segmentation. Advanced Computational Approaches to Biomedical Engineering Mona Kathryn Garvin, Xiaodong Wu
2014	—	`conf`	Graph-based optimal multi-surface segmentation with a star-shaped prior: Application to the segmentation of the optic disc and cup. ISBI Junjie Bai, Mohammad Saleh Miri, Yinxiao Liu, Punam K. Saha, Mona Kathryn Garvin, Xiaodong Wu
2013	—	`conf`	Automated Separation of Binary Overlapping Trees in Low-Contrast Color Retinal Images. MICCAI (2) Qiao Hu, Michael D. Abràmoff, Mona Kathryn Garvin
2013	B	`conf`	Multimodal segmentation of optic disc and cup from stereo fundus and SD-OCT images. Image Processing Mohammad Saleh Miri, Kyungmoo Lee, Meindert Niemeijer, Michael D. Abràmoff, Young H. Kwon, Mona Kathryn Garvin
2013	J	`jnl`	Optimal Multiple Surface Segmentation With Shape and Context Priors. IEEE Trans. Medical Imaging Qi Song, Junjie Bai, Mona Kathryn Garvin, Milan Sonka, John M. Buatti, Xiaodong Wu
2013	B	`conf`	Optimal filter approach for the detection of vessel bifurcations in color fundus images. Image Processing Qiao Hu, Mona Kathryn Garvin, Mark A. Christopher, Xiayu Xu, Todd E. Scheetz, Michael D. Abràmoff
2013	J	`jnl`	Splat Feature Classification With Application to Retinal Hemorrhage Detection in Fundus Images. IEEE Trans. Medical Imaging Li Tang, Meindert Niemeijer, Joseph M. Reinhardt, Mona Kathryn Garvin, Michael D. Abràmoff
2012	—	`conf`	Automated artery-venous classification of retinal blood vessels based on structural mapping method. Computer-Aided Diagnosis Vinayak S. Joshi, Mona Kathryn Garvin, Joseph M. Reinhardt, Michael D. Abràmoff
2012	B	`conf`	Incorporation of texture-based features in optimal graph-theoretic approach with application to the 3D segmentation of intraretinal surfaces in SD-OCT volumes. Image Processing Bhavna Josephine Antony, Michael D. Abràmoff, Milan Sonka, Young H. Kwon, Mona Kathryn Garvin
2012	J	`jnl`	Multimodal Retinal Vessel Segmentation From Spectral-Domain Optical Coherence Tomography and Fundus Photography. IEEE Trans. Medical Imaging Zhihong Hu, Meindert Niemeijer, Michael D. Abràmoff, Mona Kathryn Garvin
2012	B	`conf`	Parallel graph search: application to intraretinal layer segmentation of 3-D macular OCT scans. Image Processing Kyungmoo Lee, Michael D. Abràmoff, Mona Kathryn Garvin, Milan Sonka
2012	B	`conf`	Registration of 3D spectral OCT volumes combining ICP with a graph-based approach. Image Processing Meindert Niemeijer, Kyungmoo Lee, Mona Kathryn Garvin, Michael D. Abràmoff, Milan Sonka
2011	—	`conf`	Automated method for the identification and analysis of vascular tree structures in retinal vessel network. Computer-Aided Diagnosis Vinayak S. Joshi, Mona Kathryn Garvin, Joseph M. Reinhardt, Michael D. Abràmoff
2011	B	`conf`	Automated multimodality concurrent classification for segmenting vessels in 3D spectral OCT and color fundus images. Image Processing Zhihong Hu, Michael D. Abràmoff, Meindert Niemeijer, Mona Kathryn Garvin
2011	—	`conf`	Identification and reconnection of interrupted vessels in retinal vessel segmentation. ISBI Vinayak S. Joshi, Mona Kathryn Garvin, Joseph M. Reinhardt, Michael D. Abràmoff
2011	—	`conf`	Retinal vessel width measurements based on a graph-theoretic method. ISBI Xiayu Xu, Meindert Niemeijer, Qi Song, Mona Kathryn Garvin, Joseph M. Reinhardt, Michael D. Abràmoff
2011	J	`jnl`	Robust Multiscale Stereo Matching from Fundus Images with Radiometric Differences. IEEE Trans. Pattern Anal. Mach. Intell. Li Tang, Mona Kathryn Garvin, Kyungmoo Lee, Wallace L. W. Alward, Young H. Kwon, Michael D. Abràmoff
2011	B	`conf`	Simultaneous automatic detection of optic disc and fovea on fundus photographs. Image Processing Xiayu Xu, Mona Kathryn Garvin, Michael D. Abràmoff, Joseph M. Reinhardt
2011	J	`jnl`	Vessel Boundary Delineation on Fundus Images Using Graph-Based Approach. IEEE Trans. Medical Imaging Xiayu Xu, Meindert Niemeijer, Qi Song, Milan Sonka, Mona Kathryn Garvin, Joseph M. Reinhardt, Michael D. Abràmoff
2010	—	`conf`	3D reconstruction of the optic nerve head using stereo fundus images for computer-aided diagnosis of glaucoma. Computer-Aided Diagnosis Li Tang, Young H. Kwon, Wallace L. M. Alward, Emily C. Greenlee, Kyungmoo Lee, Mona Kathryn Garvin, Michael D. Abràmoff
2010	—	`conf`	Automated Segmentation of 3-D Spectral OCT Retinal Blood Vessels by Neural Canal Opening False Positive Suppression. MICCAI (3) Zhihong Hu, Meindert Niemeijer, Michael D. Abràmoff, Kyungmoo Lee, Mona Kathryn Garvin
2010	J	`jnl`	Segmentation of the Optic Disc in 3-D OCT Scans of the Optic Nerve Head. IEEE Trans. Medical Imaging Kyungmoo Lee, Meindert Niemeijer, Mona Kathryn Garvin, Young H. Kwon, Milan Sonka, Michael D. Abràmoff
2010	A*	`conf`	Simultaneous searching of globally optimal interacting surfaces with shape priors. CVPR Qi Song, Xiaodong Wu, Yunlong Liu, Milan Sonka, Mona Kathryn Garvin
2010	J	`jnl`	Three-Dimensional Analysis of Retinal Layer Texture: Identification of Fluid-Filled Regions in SD-OCT of the Macula. IEEE Trans. Medical Imaging Gwenolé Quellec, Kyungmoo Lee, Martin Dolejsi, Mona Kathryn Garvin, Michael D. Abràmoff, Milan Sonka
2009	J	`jnl`	Automated 3-D Intraretinal Layer Segmentation of Macular Spectral-Domain Optical Coherence Tomography Images. IEEE Trans. Medical Imaging Mona Kathryn Garvin, Michael D. Abràmoff, Xiaodong Wu, Stephen R. Russell, Trudy L. Burns, Milan Sonka
2009	B	`conf`	Registration of 3D spectral OCT volumes using 3D SIFT feature point matching. Image Processing Meindert Niemeijer, Mona Kathryn Garvin, Kyungmoo Lee, Bram van Ginneken, Michael D. Abràmoff, Milan Sonka
2008	J	`jnl`	Intraretinal Layer Segmentation of Macular Optical Coherence Tomography Images Using Optimal 3-D Graph Search. IEEE Trans. Medical Imaging Mona Kathryn Garvin, Michael D. Abràmoff, Randy Kardon, Stephen R. Russell, Xiaodong Wu, Milan Sonka
2008	B	`conf`	Vessel segmentation in 3D spectral OCT scans of the retina. Image Processing Meindert Niemeijer, Mona Kathryn Garvin, Bram van Ginneken, Milan Sonka, Michael D. Abràmoff