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Michael Goldbaum

Research Profile

Concepts & Ideas

Disorders

Physiology

Intraocular Pressure

Activities & Behaviors

Anatomy

Optic Disk

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TOP 3
Michael H Goldbaum; Giljin Jang; Tzyy-Ping Jung; Intae Lee; Jeffrey M Liebmann; Felipe A Medeiros; Pamela A Sample; Robert N Weinreb; Linda M Zangwill; Douglas R Anderson; Madhusudhanan Balasubramanian; Marie-Josee Fredette; Christopher A Girkin; Christopher Bowd
Progression of patterns (POP): a machine classifier algorithm to identify glaucoma progression in visual fields.
Christopher Bowd; Christopher A Girkin; Michael H Goldbaum; Intae Lee; Jeffrey M Liebmann; Felipe A Medeiros; Madhusudhanan Balasubramanian; Linda M Zangwill; Robert N Weinreb
Predicting glaucomatous progression in glaucoma suspect eyes using relevance vector machine classifiers for combined structural and functional measurements.
Michael H Goldbaum; Igor Grant; Jiucang Hao; Igor Kozak; TeWon Lee; Pamela A Sample; William R Freeman
Pattern recognition can detect subtle field defects in eyes of HIV individuals without retinitis under HAART.

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All Publications

2012: Michael H Goldbaum; Giljin Jang; Tzyy-Ping Jung; Intae Lee; Jeffrey M Liebmann; Felipe A Medeiros; Pamela A Sample; Robert N Weinreb; Linda M Zangwill; Douglas R Anderson; Madhusudhanan Balasubramanian; Marie-Josee Fredette; Christopher A Girkin; Christopher Bowd
Progression of patterns (POP): a machine classifier algorithm to identify glaucoma progression in visual fields.
Investigative ophthalmology & visual science 2012;53(10):6557-67.
2012: Christopher Bowd; Christopher A Girkin; Michael H Goldbaum; Intae Lee; Jeffrey M Liebmann; Felipe A Medeiros; Madhusudhanan Balasubramanian; Linda M Zangwill; Robert N Weinreb
Predicting glaucomatous progression in glaucoma suspect eyes using relevance vector machine classifiers for combined structural and functional measurements.
Investigative ophthalmology & visual science 2012;53(4):2382-9.
2011: Michael H Goldbaum; Igor Grant; Jiucang Hao; Igor Kozak; TeWon Lee; Pamela A Sample; William R Freeman
Pattern recognition can detect subtle field defects in eyes of HIV individuals without retinitis under HAART.
Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv für klinische und experimentelle Ophthalmologie 2011;249(4):491-8.
2010: Lyne Racette; Christine Y Chiou; Jiucang Hao; Christopher Bowd; Michael H Goldbaum; Linda M Zangwill; Te-Won Lee; Robert N Weinreb; Pamela A Sample
Combining functional and structural tests improves the diagnostic accuracy of relevance vector machine classifiers.
Journal of glaucoma 2010;19(3):167-75.
2008: Christopher Bowd; Michael H Goldbaum
Machine learning classifiers in glaucoma.
Optometry and vision science : official publication of the American Academy of Optometry 2008;85(6):396-405.
2008: Christopher Bowd; Jiucang Hao; Ivan Maynart Tavares; Felipe A Medeiros; Linda M Zangwill; Te-Won Lee; Pamela A Sample; Robert N Weinreb; Michael H Goldbaum
Bayesian machine learning classifiers for combining structural and functional measurements to classify healthy and glaucomatous eyes.
Investigative ophthalmology & visual science 2008;49(3):945-53.
2008: Henry A Ferreyra; Michael H Goldbaum; Robert N Weinreb
Endoresection of irradiated choroidal melanoma as a treatment for intractable vitreous hemorrhage and secondary blood-induced glaucoma.
Seminars in ophthalmology 2008;23(2):135-8.
2007: Catherine Boden; Kwokleung Chan; Pamela A Sample; Jiucang Hao; Te-Wan Lee; Linda M Zangwill; Robert N Weinreb; Michael H Goldbaum
Assessing visual field clustering schemes using machine learning classifiers in standard perimetry.
Investigative ophthalmology & visual science 2007;48(12):5582-90.
2007: Igor Kozak; Pamela A Sample; Jiucang Hao; William R Freeman; Robert N Weinreb; Te-Won Lee; Michael H Goldbaum
Machine learning classifiers detect subtle field defects in eyes of HIV individuals.
Transactions of the American Ophthalmological Society 2007;105():111-8; discussion 119-20.
2005: Pamela A Sample; Catherine Boden; Zuohua Zhang; John Pascual; Te-Won Lee; Linda M Zangwill; Robert N Weinreb; Jonathan G Crowston; Esther M Hoffmann; Felipe A Medeiros; Terrence J Sejnowski; Michael H Goldbaum
Unsupervised machine learning with independent component analysis to identify areas of progression in glaucomatous visual fields.
Investigative ophthalmology & visual science 2005;46(10):3684-92.
2005: Michael H Goldbaum; Pamela A Sample; Zuohua Zhang; Kwokleung Chan; Jiucang Hao; Te-Won Lee; Catherine Boden; Christopher Bowd; Rupert Bourne; Linda Zangwill; Terrence J Sejnowski; David Spinak; Robert N Weinreb
Using unsupervised learning with independent component analysis to identify patterns of glaucomatous visual field defects.
Investigative ophthalmology & visual science 2005;46(10):3676-83.
2005: Christopher Bowd; Felipe A Medeiros; Zuohua Zhang; Linda M Zangwill; Jiucang Hao; Te-Won Lee; Terrence J Sejnowski; Robert N Weinreb; Michael H Goldbaum
Relevance vector machine and support vector machine classifier analysis of scanning laser polarimetry retinal nerve fiber layer measurements.
Investigative ophthalmology & visual science 2005;46(4):1322-9.
2005: Michael H Goldbaum
Unsupervised learning with independent component analysis can identify patterns of glaucomatous visual field defects.
Transactions of the American Ophthalmological Society 2005;103():270-80.
2004: Alexander C Lee; Jonathan G Crowston; Michael H Goldbaum; Robert N Weinreb
Late intraocular pressure rise after repeat intravitreal triamcinolone acetonide injections.
Seminars in ophthalmology 2004;19(3-4):119-21.
2004: Linda M Zangwill; Kwokleung Chan; Christopher Bowd; Jiucang Hao; Te-Won Lee; Robert N Weinreb; Terrence J Sejnowski; Michael H Goldbaum
Heidelberg retina tomograph measurements of the optic disc and parapapillary retina for detecting glaucoma analyzed by machine learning classifiers.
Investigative ophthalmology & visual science 2004;45(9):3144-51.
2004: Pamela A Sample; Kwokleung Chan; Catherine Boden; Te-Won Lee; Eytan Z Blumenthal; Robert N Weinreb; Antje Bernd; John Pascual; Jiucang Hao; Terrence J Sejnowski; Michael H Goldbaum
Using unsupervised learning with variational bayesian mixture of factor analysis to identify patterns of glaucomatous visual field defects.
Investigative ophthalmology & visual science 2004;45(8):2596-605.
2004: Christopher Bowd; Linda M Zangwill; Felipe A Medeiros; Jiucang Hao; Kwokleung Chan; Te-Won Lee; Terrence J Sejnowski; Michael H Goldbaum; Pamela A Sample; Jonathan G Crowston; Robert N Weinreb
Confocal scanning laser ophthalmoscopy classifiers and stereophotograph evaluation for prediction of visual field abnormalities in glaucoma-suspect eyes.
Investigative ophthalmology & visual science 2004;45(7):2255-62.
2003: Adam Hoover; Michael H Goldbaum
Locating the optic nerve in a retinal image using the fuzzy convergence of the blood vessels.
IEEE transactions on medical imaging 2003;22(8):951-8.
2003: Desmond E McGuire; Robert N Weinreb; Michael H Goldbaum
Foveal hypoplasia demonstrated in vivo with optical coherence tomography.
American journal of ophthalmology 2003;135(1):112-4.
2002: Christopher Bowd; Kwokleung Chan; Linda M Zangwill; Michael H Goldbaum; Te-Won Lee; Terrence J Sejnowski; Robert N Weinreb
Comparing neural networks and linear discriminant functions for glaucoma detection using confocal scanning laser ophthalmoscopy of the optic disc.
Investigative ophthalmology & visual science 2002;43(11):3444-54.
2002: Pamela A Sample; Michael H Goldbaum; Kwokleung Chan; Catherine Boden; Te-Won Lee; Christiana Vasile; Andreas G Boehm; Terrence J Sejnowski; Chris A Johnson; Robert N Weinreb
Using machine learning classifiers to identify glaucomatous change earlier in standard visual fields.
Investigative ophthalmology & visual science 2002;43(8):2660-5.
2002: Michael H Goldbaum; Pamela A Sample; Kwokleung Chan; Julia Williams; Te-Won Lee; Eytan Z Blumenthal; Christopher A Girkin; Linda M Zangwill; Christopher Bowd; Terrence J Sejnowski; Robert N Weinreb
Comparing machine learning classifiers for diagnosing glaucoma from standard automated perimetry.
Investigative ophthalmology & visual science 2002;43(1):162-9.
2000: Adam Hoover; V Kouznetsova; Michael H Goldbaum
Locating blood vessels in retinal images by piecewise threshold probing of a matched filter response.
IEEE transactions on medical imaging 2000;19(3):203-10.
1998: Adam Hoover; V Kouznetsova; Michael H Goldbaum
Locating blood vessels in retinal images by piece-wise threshold probing of a matched filter response.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 1998;():931-5.
1998: Arthur J Mueller; Dirk-Uwe Bartsch; Robert Folberg; MG Mehaffey; H Culver Boldt; M Meyer; L M G Gardner; Michael H Goldbaum; Jacob Pe'er; William R Freeman
Imaging the microvasculature of choroidal melanomas with confocal indocyanine green scanning laser ophthalmoscopy.
Archives of ophthalmology 1998;116(1):31-9.