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2020 – today
- 2023
[j7]Rui Fan
, Christopher Bowd, Nicole Brye, Mark Christopher, Robert N. Weinreb, David J. Kriegman, Linda M. Zangwill:
One-Vote Veto: Semi-Supervised Learning for Low-Shot Glaucoma Diagnosis. IEEE Trans. Medical Imaging 42(12): 3764-3778 (2023)- 2020
- [c7]Astrid van den Brandt, Mark Christopher, Linda M. Zangwill, Jasmin Rezapour, Christopher Bowd, Sally L. Baxter, Derek S. Welsbie, Andrew Camp, Sasan Moghimi, Jiun L. Do, Robert N. Weinreb, Chris C. P. Snijders, Michel A. Westenberg:
GLANCE: Visual Analytics for Monitoring Glaucoma Progression. VCBM 2020: 85-96 - [i1]Rui Fan, Christopher Bowd, Nicole Brye, Mark Christopher, Robert N. Weinreb, David J. Kriegman, Linda M. Zangwill:
One-Vote Veto: A Self-Training Strategy for Low-Shot Learning of a Task-Invariant Embedding to Diagnose Glaucoma. CoRR abs/2012.04841 (2020)
2010 – 2019
- 2015
- [j6]Akram Belghith, Christopher Bowd, Felipe A. Medeiros, Madhusudhanan Balasubramanian, Robert N. Weinreb, Linda M. Zangwill:
Learning from healthy and stable eyes: A new approach for detection of glaucomatous progression. Artif. Intell. Medicine 64(2): 105-115 (2015) - [j5]Siamak Yousefi, Michael H. Goldbaum, Ehsan Shahrian Varnousfaderani, Akram Belghith, Tzyy-Ping Jung, Felipe A. Medeiros, Linda M. Zangwill, Robert N. Weinreb, Jeffrey M. Liebmann, Christopher A. Girkin, Christopher Bowd:
Detecting glaucomatous change in visual fields: Analysis with an optimization framework. J. Biomed. Informatics 58: 96-103 (2015) - [c6]Ehsan Shahrian Varnousfaderani, Siamak Yousefi, Christopher Bowd, Akram Belghith, Michael H. Goldbaum:
Vessel Delineation in Retinal Images using Leung-Malik filters and Two Levels Hierarchical Learning. AMIA 2015 - [c5]Akram Belghith, Christopher Bowd, Felipe A. Medeiros, Robert N. Weinreb, Linda M. Zangwill:
Automated segmentation of anterior lamina cribrosa surface: How the lamina cribrosa responds to intraocular pressure change in glaucoma eyes? ISBI 2015: 222-225 - 2014
- [j4]Akram Belghith, Madhusudhanan Balasubramanian, Christopher Bowd, Robert N. Weinreb, Linda M. Zangwill:
A unified framework for glaucoma progression detection using Heidelberg Retina Tomograph images. Comput. Medical Imaging Graph. 38(5): 411-420 (2014) - [j3]Siamak Yousefi, Michael H. Goldbaum, Madhusudhanan Balasubramanian, Tzyy-Ping Jung, Robert N. Weinreb, Felipe A. Medeiros, Linda M. Zangwill, Jeffrey M. Liebmann, Christopher A. Girkin, Christopher Bowd:
Glaucoma Progression Detection Using Structural Retinal Nerve Fiber Layer Measurements and Functional Visual Field Points. IEEE Trans. Biomed. Eng. 61(4): 1143-1154 (2014) - [j2]Siamak Yousefi, Michael H. Goldbaum, Madhusudhanan Balasubramanian, Felipe A. Medeiros, Linda M. Zangwill, Jeffrey M. Liebmann, Christopher A. Girkin, Robert N. Weinreb, Christopher Bowd:
Learning From Data: Recognizing Glaucomatous Defect Patterns and Detecting Progression From Visual Field Measurements. IEEE Trans. Biomed. Eng. 61(7): 2112-2124 (2014) - [c4]Akram Belghith, Christopher Bowd, Robert N. Weinreb, Linda M. Zangwill:
A hierarchical framework for estimating neuroretinal rim area using 3D spectral domain optical coherence tomography (SD-OCT) optic nerve head (ONH) images of healthy and glaucoma eyes. EMBC 2014: 3869-3872 - [c3]Akram Belghith, Christopher Bowd, Robert N. Weinreb, Linda M. Zangwill:
A joint estimation detection of Glaucoma progression in 3D spectral domain optical coherence tomography optic nerve head images. Medical Imaging: Computer-Aided Diagnosis 2014: 90350O - [c2]Siamak Yousefi, Michael H. Goldbaum, Linda M. Zangwill, Felipe A. Medeiros, Christopher Bowd:
Recognizing patterns of visual field loss using unsupervised machine learning. Medical Imaging: Image Processing 2014: 90342M - 2013
- [c1]Akram Belghith, Madhusudhanan Balasubramanian, Christopher Bowd, Robert N. Weinreb, Linda M. Zangwill:
Glaucoma progression detection using variational expectation maximization algorithm. ISBI 2013: 876-879
2000 – 2009
- 2009
- [j1]Madhusudhanan Balasubramanian, Stanislav Zabic, Christopher Bowd, Hilary W. Thompson, Peter R. Wolenski, S. Sitharama Iyengar, Bijaya B. Karki, Linda M. Zangwill:
A Framework for Detecting Glaucomatous Progression in the Optic Nerve Head of an Eye Using Proper Orthogonal Decomposition. IEEE Trans. Inf. Technol. Biomed. 13(5): 781-793 (2009)
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