Mona Kathryn Garvin
According to our database1,
Mona Kathryn Garvin
authored at least 45 papers
between 2008 and 2023.
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Bibliography
2023
Automated Optic Disc Finder and Segmentation Using Deep Learning for Blood Flow Studies in the Eye.
Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023
Utilizing Meta Pseudo Labels for Semantic Segmentation of Targeted Optic Nerve Features.
Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023
2022
Automated macular OCT retinal surface segmentation in cases of severe glaucoma using deep learning.
Proceedings of the Medical Imaging 2022: Image Processing, 2022
A superpixel-histogram method to analyze retinal, optic nerve, and choroidal blood flow using laser speckle flowgraphy.
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022
2021
Representation and Reconstruction of Image-Based Structural Patterns of Glaucomatous Defects Using only Two Latent Variables from a Variational Autoencoder.
Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021
2020
Deep-Learning-Based Estimation of 3D Optic-Nerve-Head Shape from 2D Color Fundus Photographs in Cases of Optic Disc Swelling.
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020
2019
Region-Based Segmentation of Capillary Density in Optical Coherence Tomography Angiography.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019
2018
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018
2017
A machine-learning graph-based approach for 3D segmentation of Bruch's membrane opening from glaucomatous SD-OCT volumes.
Medical Image Anal., 2017
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., 2017
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
2015
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, 2015
Combined use of high-definition and volumetric optical coherence tomography for the segmentation of neural canal opening in cases of optic nerve edema.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Semi-automated 2D Bruch's membrane shape analysis in papilledema using spectral-domain optical coherence tomography.
Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015
2014
Automated 3D Segmentation of Multiple Surfaces with a Shared Hole: Segmentation of the Neural Canal Opening in SD-OCT Volumes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
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.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Graph-based optimal multi-surface segmentation with a star-shaped prior: Application to the segmentation of the optic disc and cup.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the Advanced Computational Approaches to Biomedical Engineering, 2014
2013
Splat Feature Classification With Application to Retinal Hemorrhage Detection in Fundus Images.
IEEE Trans. Medical Imaging, 2013
IEEE Trans. Medical Imaging, 2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Optimal filter approach for the detection of vessel bifurcations in color fundus images.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Automated Separation of Binary Overlapping Trees in Low-Contrast Color Retinal Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
2012
Multimodal Retinal Vessel Segmentation From Spectral-Domain Optical Coherence Tomography and Fundus Photography.
IEEE Trans. Medical Imaging, 2012
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Parallel graph search: application to intraretinal layer segmentation of 3-D macular OCT scans.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Incorporation of texture-based features in optimal graph-theoretic approach with application to the 3D segmentation of intraretinal surfaces in SD-OCT volumes.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Automated artery-venous classification of retinal blood vessels based on structural mapping method.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
2011
IEEE Trans. Medical Imaging, 2011
IEEE Trans. Pattern Anal. Mach. Intell., 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Automated multimodality concurrent classification for segmenting vessels in 3D spectral OCT and color fundus images.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Automated method for the identification and analysis of vascular tree structures in retinal vessel network.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Identification and reconnection of interrupted vessels in retinal vessel segmentation.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
Three-Dimensional Analysis of Retinal Layer Texture: Identification of Fluid-Filled Regions in SD-OCT of the Macula.
IEEE Trans. Medical Imaging, 2010
IEEE Trans. Medical Imaging, 2010
Automated Segmentation of 3-D Spectral OCT Retinal Blood Vessels by Neural Canal Opening False Positive Suppression.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
3D reconstruction of the optic nerve head using stereo fundus images for computer-aided diagnosis of glaucoma.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Automated 3-D Intraretinal Layer Segmentation of Macular Spectral-Domain Optical Coherence Tomography Images.
IEEE Trans. Medical Imaging, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
2008
Intraretinal Layer Segmentation of Macular Optical Coherence Tomography Images Using Optimal 3-D Graph Search.
IEEE Trans. Medical Imaging, 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008