Christopher Bowd

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 3

Top Topics

Expectation Maximization

Spectral Domain

Top Venues

IEEE Trans. Biomed. Eng.

Artif. Intell. Medicine

Publications

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) (2023)
Rui Fan, Christopher Bowd, Nicole Brye, Mark Christopher, Robert N. Weinreb, David Kriegman, Linda M. Zangwill
One-Vote Veto: A Self-Training Strategy for Low-Shot Learning of a Task-Invariant Embedding to Diagnose Glaucoma. CoRR (2020)
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)
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)
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) (2015)
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)
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 (2015)
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) (2014)
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)
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) (2014)
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)
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) (2014)
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)
Akram Belghith, Madhusudhanan Balasubramanian, Christopher Bowd, Robert N. Weinreb, Linda M. Zangwill
Glaucoma progression detection using variational expectation maximization algorithm. ISBI (2013)
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) (2009)