Michael H. Goldbaum

According to our database, Michael H. Goldbaum authored at least 21 papers between 1994 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Glaucoma Precognition Based on Confocal Scanning Laser Ophthalmoscopy Images of the Optic Disc Using Convolutional Neural Network.

Krati Gupta, Michael H. Goldbaum, Siamak Yousefi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Glaucoma Precognition: Recognizing Preclinical Visual Functional Signs of Glaucoma.

Krati Gupta, Anshul Thakur, Michael H. Goldbaum, Siamak Yousefi

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Patterns of retinal nerve fiber layer loss in patients with glaucoma identified by deep archetypal analysis.

Sidharth Mahotra, Mengyu Wang, Tobias Elze, Michael V. Boland, Louis R. Pasquale, Juleke Majoor, Koen A. Vermeer, Chris Johnson, Kouros Nouri-Mahdavi, Hans G. Lemij, Michael H. Goldbaum, Siamak Yousefi

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2016

Automatic Identification of Retinal Arteries and Veins in Fundus Images using Local Binary Patterns.

Nima Hatami, Michael H. Goldbaum

CoRR, 2016

Luminosity and contrast normalization in color retinal images based on standard reference image.

Ehsan Shahrian Varnousfaderani, Siamak Yousefi, Akram Belghith, Michael H. Goldbaum

Proceedings of the Medical Imaging 2016: Image Processing, 2016

2015

Detecting glaucomatous change in visual fields: Analysis with an optimization framework.

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

J. Biomed. Informatics, 2015

Vessel Delineation in Retinal Images using Leung-Malik filters and Two Levels Hierarchical Learning.

Ehsan Shahrian Varnousfaderani, Siamak Yousefi, Christopher Bowd, Akram Belghith, Michael H. Goldbaum

Proceedings of the AMIA 2015, 2015

2014

Learning From Data: Recognizing Glaucomatous Defect Patterns and Detecting Progression From Visual Field Measurements.

Siamak Yousefi, Michael H. Goldbaum, Madhusudhanan Balasubramanian, Felipe A. Medeiros, Linda M. Zangwill, Jeffrey M. Liebmann, Christopher A. Girkin, Robert N. Weinreb, Christopher Bowd

IEEE Trans. Biomed. Eng., 2014

Glaucoma Progression Detection Using Structural Retinal Nerve Fiber Layer Measurements and Functional Visual Field Points.

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

IEEE Trans. Biomed. Eng., 2014

Recognizing patterns of visual field loss using unsupervised machine learning.

Siamak Yousefi, Michael H. Goldbaum, Linda M. Zangwill, Felipe A. Medeiros, Christopher Bowd

Proceedings of the Medical Imaging 2014: Image Processing, 2014

2005

A Bayesian network based sequential inference for diagnosis of diseases from retinal images.

Suman K. Mitra, Te-Won Lee, Michael H. Goldbaum

Pattern Recognit. Lett., 2005

2003

Locating the Optical Nerve in a Retinal Image Using the Fuzzy Convergence of the Blood Vessels.

Adam W. Hoover, Michael H. Goldbaum

IEEE Trans. Medical Imaging, 2003

2002

Comparison of machine learning and traditional classifiers in glaucoma diagnosis.

Kwokleung Chan, Te-Won Lee, Pamela A. Sample, Michael H. Goldbaum, Robert N. Weinreb, Terrence J. Sejnowski

IEEE Trans. Biomed. Eng., 2002

2000

Locating Blood Vessels in Retinal Images by Piece-wise Threshold Probing of a Matched Filter Response.

Adam W. Hoover, Valentina Kouznetsova, Michael H. Goldbaum

IEEE Trans. Medical Imaging, 2000

1999

Measurement and classification of retinal vascular tortuosity.

William E. Hart, Michael H. Goldbaum, Brad Côté, Paul Kube, Mark R. Nelson

Int. J. Medical Informatics, 1999

Image Database Assisted Classification.

Simone Santini, Marcel Worring, Edd Hunter, Valentina Kouznetsova, Michael H. Goldbaum, Adam W. Hoover

Proceedings of the Visual Information and Information Systems, 1999

1998

Fuzzy Convergence.

Adam W. Hoover, Michael H. Goldbaum

Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1997

Automated measurement of retinal vascular tortuosity.

William E. Hart, Michael H. Goldbaum, Brad Côté, Paul Kube, Mark R. Nelson

Proceedings of the AMIA 1997, 1997

1996

Content-based retrieval of ophthalmological images.

Amarnath Gupta, Saied Moezzi, Adam L. Taylor, Shankar Chatterjee, Ramesh C. Jain, Michael H. Goldbaum, S. Burgess

Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Automated diagnosis and image understanding with object extraction, object classification, and inferencing in retinal images.

Michael H. Goldbaum, Saied Moezzi, Adam L. Taylor, Shankar Chatterjee, Jeffrey E. Boyd, Edward Hunter, Ramesh C. Jain

Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1994

Registering Retinal Images Using Automatically Selected Control Point Pairs.

William E. Hart, Michael H. Goldbaum

Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994