Christopher Bowd

16 papers B 1Misc 1Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Glaucoma Detection and Structured OCT Report Generation via a Fine-tuned Multimodal Large Language Model.
CoRR
Jalil Jalili, Yashraj Gavhane, Evan Walker, Anna Heinke, Christopher Bowd, Akram Belghith, Massimo A. Fazio, Christopher A. Girkin, C. Gustavo De Moraes, Jeffrey M. Liebmann, Sally L. Baxter, Robert N. Weinreb, Linda M. Zangwill, Mark Christopher
2023 J jnl
One-Vote Veto: Semi-Supervised Learning for Low-Shot Glaucoma Diagnosis.
IEEE Trans. Medical Imaging
Rui Fan, Christopher Bowd, Nicole Brye, Mark Christopher, Robert N. Weinreb, David J. Kriegman, Linda M. Zangwill
2020 — conf
GLANCE: Visual Analytics for Monitoring Glaucoma Progression.
VCBM
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
2020 J jnl
One-Vote Veto: A Self-Training Strategy for Low-Shot Learning of a Task-Invariant Embedding to Diagnose Glaucoma.
CoRR
Rui Fan, Christopher Bowd, Nicole Brye, Mark Christopher, Robert N. Weinreb, David J. Kriegman, Linda M. Zangwill
2015 — conf
Automated segmentation of anterior lamina cribrosa surface: How the lamina cribrosa responds to intraocular pressure change in glaucoma eyes?
ISBI
Akram Belghith, Christopher Bowd, Felipe A. Medeiros, Robert N. Weinreb, Linda M. Zangwill
2015 J jnl
Detecting glaucomatous change in visual fields: Analysis with an optimization framework.
J. Biomed. Informatics
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
2015 J jnl
Learning from healthy and stable eyes: A new approach for detection of glaucomatous progression.
Artif. Intell. Medicine
Akram Belghith, Christopher Bowd, Felipe A. Medeiros, Madhusudhanan Balasubramanian, Robert N. Weinreb, Linda M. Zangwill
2015 Misc conf
Vessel Delineation in Retinal Images using Leung-Malik filters and Two Levels Hierarchical Learning.
AMIA
Ehsan Shahrian Varnousfaderani, Siamak Yousefi, Christopher Bowd, Akram Belghith, Michael H. Goldbaum
2014 — conf
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
Akram Belghith, Christopher Bowd, Robert N. Weinreb, Linda M. Zangwill
2014 — conf
A joint estimation detection of Glaucoma progression in 3D spectral domain optical coherence tomography optic nerve head images.
Computer-Aided Diagnosis
Akram Belghith, Christopher Bowd, Robert N. Weinreb, Linda M. Zangwill
2014 J jnl
A unified framework for glaucoma progression detection using Heidelberg Retina Tomograph images.
Comput. Medical Imaging Graph.
Akram Belghith, Madhusudhanan Balasubramanian, Christopher Bowd, Robert N. Weinreb, Linda M. Zangwill
2014 J jnl
Glaucoma Progression Detection Using Structural Retinal Nerve Fiber Layer Measurements and Functional Visual Field Points.
IEEE Trans. Biomed. Eng.
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
2014 J jnl
Learning From Data: Recognizing Glaucomatous Defect Patterns and Detecting Progression From Visual Field Measurements.
IEEE Trans. Biomed. Eng.
Siamak Yousefi, Michael H. Goldbaum, Madhusudhanan Balasubramanian, Felipe A. Medeiros, Linda M. Zangwill, Jeffrey M. Liebmann, Christopher A. Girkin, Robert N. Weinreb, Christopher Bowd
2014 B conf
Recognizing patterns of visual field loss using unsupervised machine learning.
Image Processing
Siamak Yousefi, Michael H. Goldbaum, Linda M. Zangwill, Felipe A. Medeiros, Christopher Bowd
2013 — conf
Glaucoma progression detection using variational expectation maximization algorithm.
ISBI
Akram Belghith, Madhusudhanan Balasubramanian, Christopher Bowd, Robert N. Weinreb, Linda M. Zangwill
2009 J jnl
A Framework for Detecting Glaucomatous Progression in the Optic Nerve Head of an Eye Using Proper Orthogonal Decomposition.
IEEE Trans. Inf. Technol. Biomed.
Madhusudhanan Balasubramanian, Stanislav Zabic, Christopher Bowd, Hilary W. Thompson, Peter R. Wolenski, S. Sitharama Iyengar, Bijaya B. Karki, Linda M. Zangwill