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2020 – today
- 2023
[c32]Ashelyn Mann, Adam Hedberg-Buenz, Michael G. Anderson, Mona Kathryn Garvin:
Utilizing Meta Pseudo Labels for Semantic Segmentation of Targeted Optic Nerve Features. OMIA@MICCAI 2023: 72-81- [c31]Noriyoshi Takahashi, Jui-Kai Wang, Edward F. Linton, Noor-Us-Sabah Ahmad, Julie K. Nellis, Mona Kathryn Garvin, Randy H. Kardon
:
Automated Optic Disc Finder and Segmentation Using Deep Learning for Blood Flow Studies in the Eye. OMIA@MICCAI 2023: 112-121 - 2022
- [c30]Jui-Kai Wang, Michelle R. Tamplin, Mona Kathryn Garvin, Isabella M. Grumbach, Randy H. Kardon:
A superpixel-histogram method to analyze retinal, optic nerve, and choroidal blood flow using laser speckle flowgraphy. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [c29]Hui Xie, Jui-Kai Wang, Randy H. Kardon, Mona Kathryn Garvin, Xiaodong Wu:
Automated macular OCT retinal surface segmentation in cases of severe glaucoma using deep learning. Medical Imaging: Image Processing 2022 - 2021
- [c28]Jui-Kai Wang, Randy H. Kardon, Mona Kathryn Garvin:
Representation and Reconstruction of Image-Based Structural Patterns of Glaucomatous Defects Using only Two Latent Variables from a Variational Autoencoder. OMIA@MICCAI 2021: 159-167 - [e5]Huazhu Fu, Mona Kathryn Garvin, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng:
Ophthalmic Medical Image Analysis - 8th International Workshop, OMIA 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings. Lecture Notes in Computer Science 12970, Springer 2021, ISBN 978-3-030-86999-1 [contents] - 2020
- [c27]Mohammad Shafkat Islam, Jui-Kai Wang, Wenxiang Deng, Matthew J. Thurtell, Randy H. Kardon, Mona Kathryn Garvin:
Deep-Learning-Based Estimation of 3D Optic-Nerve-Head Shape from 2D Color Fundus Photographs in Cases of Optic Disc Swelling. OMIA@MICCAI 2020: 136-145 - [e4]Huazhu Fu, Mona Kathryn Garvin, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng:
Ophthalmic Medical Image Analysis - 7th International Workshop, OMIA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings. Lecture Notes in Computer Science 12069, Springer 2020, ISBN 978-3-030-63418-6 [contents]
2010 – 2019
- 2019
- [c26]Wenxiang Deng, Michelle R. Tamplin, Isabella M. Grumbach, Randy H. Kardon, Mona Kathryn Garvin:
Region-Based Segmentation of Capillary Density in Optical Coherence Tomography Angiography. OMIA@MICCAI 2019: 18-25 - [e3]Huazhu Fu, Mona Kathryn Garvin, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng:
Ophthalmic Medical Image Analysis - 6th International Workshop, OMIA 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, Proceedings. Lecture Notes in Computer Science 11855, Springer 2019, ISBN 978-3-030-32955-6 [contents] - 2018
- [c25]Samuel S. Johnson, Jui-Kai Wang, Mohammad Shafkat Islam, Matthew J. Thurtell, Randy H. Kardon, Mona Kathryn Garvin:
Local Estimation of the Degree of Optic Disc Swelling from Color Fundus Photography. COMPAY/OMIA@MICCAI 2018: 277-284 - [e2]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:
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. Lecture Notes in Computer Science 11039, Springer 2018, ISBN 978-3-030-00948-9 [contents] - 2017
- [j12]Mohammad Saleh Miri, Victor A. Robles, Michael D. Abràmoff, Young H. Kwon, Mona Kathryn Garvin:
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. 55: 87-94 (2017) - [j11]Mohammad Saleh Miri, Michael D. Abràmoff, Young H. Kwon, Milan Sonka, Mona Kathryn Garvin:
A machine-learning graph-based approach for 3D segmentation of Bruch's membrane opening from glaucomatous SD-OCT volumes. Medical Image Anal. 39: 206-217 (2017) - [c24]Jason Agne, Jui-Kai Wang, Randy H. Kardon, Mona Kathryn Garvin:
Automatic Detection of Folds and Wrinkles Due to Swelling of the Optic Disc. FIFI/OMIA@MICCAI 2017: 235-242 - [e1]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:
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. Lecture Notes in Computer Science 10554, Springer 2017, ISBN 978-3-319-67560-2 [contents] - 2015
- [j10]Mohammad Saleh Miri, Michael D. Abràmoff, Kyungmoo Lee, Meindert Niemeijer, Jui-Kai Wang, Young H. Kwon, Mona Kathryn Garvin:
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 34(9): 1854-1866 (2015) - [c23]Jui-Kai Wang, Patrick A. Sibony, Randy H. Kardon, Mark J. Kupersmith, Mona Kathryn Garvin:
Semi-automated 2D Bruch's membrane shape analysis in papilledema using spectral-domain optical coherence tomography. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2015: 941721 - [c22]Jason Agne, Jui-Kai Wang, Randy H. Kardon, Mona Kathryn Garvin:
Determining degree of optic nerve edema from color fundus photography. Medical Imaging: Computer-Aided Diagnosis 2015: 94140F - [c21]Jui-Kai Wang, Randy Kardon, Mona Kathryn Garvin:
Combined use of high-definition and volumetric optical coherence tomography for the segmentation of neural canal opening in cases of optic nerve edema. Medical Imaging: Image Processing 2015: 94133V - 2014
- [c20]Junjie Bai, Mohammad Saleh Miri, Yinxiao Liu, Punam K. Saha, Mona Kathryn Garvin, Xiaodong Wu:
Graph-based optimal multi-surface segmentation with a star-shaped prior: Application to the segmentation of the optic disc and cup. ISBI 2014: 525-528 - [c19]Abhay Shah, Jui-Kai Wang, Mona Kathryn Garvin, Milan Sonka, Xiaodong Wu:
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 2014: 1405-1408 - [c18]Bhavna Josephine Antony, Mohammad Saleh Miri, Michael D. Abràmoff, Young H. Kwon, Mona Kathryn Garvin:
Automated 3D Segmentation of Multiple Surfaces with a Shared Hole: Segmentation of the Neural Canal Opening in SD-OCT Volumes. MICCAI (1) 2014: 739-746 - [p1]Mona Kathryn Garvin, Xiaodong Wu:
Graph Algorithmic Techniques for Biomedical Image Segmentation. Advanced Computational Approaches to Biomedical Engineering 2014: 3-45 - 2013
- [j9]Li Tang, Meindert Niemeijer, Joseph M. Reinhardt, Mona Kathryn Garvin, Michael D. Abràmoff:
Splat Feature Classification With Application to Retinal Hemorrhage Detection in Fundus Images. IEEE Trans. Medical Imaging 32(2): 364-375 (2013) - [j8]Qi Song, Junjie Bai, Mona Kathryn Garvin, Milan Sonka, John M. Buatti, Xiaodong Wu:
Optimal Multiple Surface Segmentation With Shape and Context Priors. IEEE Trans. Medical Imaging 32(2): 376-386 (2013) - [c17]Qiao Hu, Michael D. Abràmoff, Mona Kathryn Garvin:
Automated Separation of Binary Overlapping Trees in Low-Contrast Color Retinal Images. MICCAI (2) 2013: 436-443 - [c16]Mohammad Saleh Miri, Kyungmoo Lee, Meindert Niemeijer, Michael D. Abràmoff, Young H. Kwon, Mona Kathryn Garvin:
Multimodal segmentation of optic disc and cup from stereo fundus and SD-OCT images. Medical Imaging: Image Processing 2013: 86690O - [c15]Qiao Hu, Mona Kathryn Garvin, Mark A. Christopher, Xiayu Xu, Todd E. Scheetz, Michael D. Abràmoff:
Optimal filter approach for the detection of vessel bifurcations in color fundus images. Medical Imaging: Image Processing 2013: 866920 - 2012
- [j7]Zhihong Hu, Meindert Niemeijer, Michael D. Abràmoff, Mona Kathryn Garvin:
Multimodal Retinal Vessel Segmentation From Spectral-Domain Optical Coherence Tomography and Fundus Photography. IEEE Trans. Medical Imaging 31(10): 1900-1911 (2012) - [c14]Vinayak S. Joshi, Mona Kathryn Garvin, Joseph M. Reinhardt, Michael D. Abràmoff:
Automated artery-venous classification of retinal blood vessels based on structural mapping method. Medical Imaging: Computer-Aided Diagnosis 2012: 83151C - [c13]Bhavna Josephine Antony, Michael D. Abràmoff, Milan Sonka, Young H. Kwon, Mona Kathryn Garvin:
Incorporation of texture-based features in optimal graph-theoretic approach with application to the 3D segmentation of intraretinal surfaces in SD-OCT volumes. Medical Imaging: Image Processing 2012: 83141G - [c12]Kyungmoo Lee, Michael D. Abràmoff, Mona Kathryn Garvin, Milan Sonka:
Parallel graph search: application to intraretinal layer segmentation of 3-D macular OCT scans. Medical Imaging: Image Processing 2012: 83141H - [c11]Meindert Niemeijer, Kyungmoo Lee, Mona Kathryn Garvin, Michael D. Abràmoff, Milan Sonka:
Registration of 3D spectral OCT volumes combining ICP with a graph-based approach. Medical Imaging: Image Processing 2012: 83141A - 2011
- [j6]Li Tang, Mona Kathryn Garvin, Kyungmoo Lee, Wallace L. W. Alward, Young H. Kwon, Michael D. Abràmoff:
Robust Multiscale Stereo Matching from Fundus Images with Radiometric Differences. IEEE Trans. Pattern Anal. Mach. Intell. 33(11): 2245-2258 (2011) - [j5]Xiayu Xu, Meindert Niemeijer, Qi Song, Milan Sonka, Mona Kathryn Garvin, Joseph M. Reinhardt, Michael D. Abràmoff:
Vessel Boundary Delineation on Fundus Images Using Graph-Based Approach. IEEE Trans. Medical Imaging 30(6): 1184-1191 (2011) - [c10]Xiayu Xu, Meindert Niemeijer, Qi Song, Mona Kathryn Garvin, Joseph M. Reinhardt, Michael D. Abràmoff:
Retinal vessel width measurements based on a graph-theoretic method. ISBI 2011: 641-644 - [c9]Vinayak S. Joshi, Mona Kathryn Garvin, Joseph M. Reinhardt, Michael D. Abràmoff:
Identification and reconnection of interrupted vessels in retinal vessel segmentation. ISBI 2011: 1416-1420 - [c8]Vinayak S. Joshi, Mona Kathryn Garvin, Joseph M. Reinhardt, Michael D. Abràmoff:
Automated method for the identification and analysis of vascular tree structures in retinal vessel network. Medical Imaging: Computer-Aided Diagnosis 2011: 79630I - [c7]Xiayu Xu, Mona Kathryn Garvin, Michael D. Abràmoff, Joseph M. Reinhardt:
Simultaneous automatic detection of optic disc and fovea on fundus photographs. Medical Imaging: Image Processing 2011: 79622T - [c6]Zhihong Hu, Michael D. Abràmoff, Meindert Niemeijer, Mona Kathryn Garvin:
Automated multimodality concurrent classification for segmenting vessels in 3D spectral OCT and color fundus images. Medical Imaging: Image Processing 2011: 796204 - 2010
- [j4]Kyungmoo Lee, Meindert Niemeijer, Mona Kathryn Garvin, Young H. Kwon, Milan Sonka, Michael D. Abràmoff:
Segmentation of the Optic Disc in 3-D OCT Scans of the Optic Nerve Head. IEEE Trans. Medical Imaging 29(1): 159-168 (2010) - [j3]Gwenolé Quellec, Kyungmoo Lee, Martin Dolejsi, Mona Kathryn Garvin, Michael D. Abràmoff, Milan Sonka:
Three-Dimensional Analysis of Retinal Layer Texture: Identification of Fluid-Filled Regions in SD-OCT of the Macula. IEEE Trans. Medical Imaging 29(6): 1321-1330 (2010) - [c5]Qi Song, Xiaodong Wu, Yunlong Liu, Milan Sonka, Mona Kathryn Garvin:
Simultaneous searching of globally optimal interacting surfaces with shape priors. CVPR 2010: 2879-2886 - [c4]Li Tang, Young H. Kwon, Wallace L. M. Alward, Emily C. Greenlee, Kyungmoo Lee, Mona Kathryn Garvin, Michael D. Abràmoff:
3D reconstruction of the optic nerve head using stereo fundus images for computer-aided diagnosis of glaucoma. Medical Imaging: Computer-Aided Diagnosis 2010: 76243D - [c3]Zhihong Hu, Meindert Niemeijer, Michael D. Abràmoff, Kyungmoo Lee, Mona Kathryn Garvin:
Automated Segmentation of 3-D Spectral OCT Retinal Blood Vessels by Neural Canal Opening False Positive Suppression. MICCAI (3) 2010: 33-40
2000 – 2009
- 2009
- [j2]Mona Kathryn Garvin, Michael D. Abràmoff, Xiaodong Wu, Stephen R. Russell, Trudy L. Burns, Milan Sonka:
Automated 3-D Intraretinal Layer Segmentation of Macular Spectral-Domain Optical Coherence Tomography Images. IEEE Trans. Medical Imaging 28(9): 1436-1447 (2009) - [c2]Meindert Niemeijer, Mona Kathryn Garvin, Kyungmoo Lee, Bram van Ginneken, Michael D. Abràmoff, Milan Sonka:
Registration of 3D spectral OCT volumes using 3D SIFT feature point matching. Medical Imaging: Image Processing 2009: 72591I - 2008
- [j1]Mona Kathryn Garvin, Michael D. Abràmoff, Randy Kardon, Stephen R. Russell, Xiaodong Wu, Milan Sonka:
Intraretinal Layer Segmentation of Macular Optical Coherence Tomography Images Using Optimal 3-D Graph Search. IEEE Trans. Medical Imaging 27(10): 1495-1505 (2008) - [c1]Meindert Niemeijer, Mona Kathryn Garvin, Bram van Ginneken, Milan Sonka, Michael D. Abràmoff:
Vessel segmentation in 3D spectral OCT scans of the retina. Medical Imaging: Image Processing 2008: 69141R
Coauthor Index
aka: Randy H. Kardon
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