Michael Goldbaum
TitleCited byYear
Locating blood vessels in retinal images by piecewise threshold probing of a matched filter response
AD Hoover, V Kouznetsova, M Goldbaum
IEEE Transactions on Medical imaging 19 (3), 203-210, 2000
18232000
Detection of blood vessels in retinal images using two-dimensional matched filters
S Chaudhuri, S Chatterjee, N Katz, M Nelson, M Goldbaum
IEEE Transactions on medical imaging 8 (3), 263-269, 1989
18141989
Locating the optic nerve in a retinal image using the fuzzy convergence of the blood vessels
A Hoover, M Goldbaum
IEEE transactions on medical imaging 22 (8), 951-958, 2003
8202003
Beneficial effects of intensive therapy of diabetes during adolescence: outcomes after the conclusion of the Diabetes Control and Complications Trial (DCCT)
PA Cleary, W Dahms, D Goldstein, J Malone, WV Tamborlane
J Pediatr 139, 804-812, 2001
4752001
Identifying medical diagnoses and treatable diseases by image-based deep learning
DS Kermany, M Goldbaum, W Cai, CCS Valentim, H Liang, SL Baxter, ...
Cell 172 (5), 1122-1131. e9, 2018
4612018
Measurement and classification of retinal vascular tortuosity
WE Hart, M Goldbaum, B Côté, P Kube, MR Nelson
International journal of medical informatics 53 (2-3), 239-252, 1999
2731999
Comparison of machine learning and traditional classifiers in glaucoma diagnosis
K Chan, TW Lee, PA Sample, MH Goldbaum, RN Weinreb, TJ Sejnowski
IEEE Transactions on Biomedical Engineering 49 (9), 963-974, 2002
1882002
Automated diagnosis and image understanding with object extraction, object classification, and inferencing in retinal images
M Goldbaum, S Moezzi, A Taylor, S Chatterjee, J Boyd, E Hunter, R Jain
Proceedings of 3rd IEEE international conference on image processing 3, 695-698, 1996
1881996
Silicone oil tamponade to seal macular holes without position restrictions
MH Goldbaum, BW McCuen 2nd, AM Hanneken, SK Burgess, HH Chen
Ophthalmology 105 (11), 2140-2148, 1998
1471998
Comparing neural networks and linear discriminant functions for glaucoma detection using confocal scanning laser ophthalmoscopy of the optic disc
C Bowd, K Chan, LM Zangwill, MH Goldbaum, TW Lee, TJ Sejnowski, ...
Investigative ophthalmology & visual science 43 (11), 3444-3454, 2002
1152002
Comparing machine learning classifiers for diagnosing glaucoma from standard automated perimetry
MH Goldbaum, PA Sample, K Chan, J Williams, TW Lee, E Blumenthal, ...
Investigative ophthalmology & visual science 43 (1), 162-169, 2002
1062002
Heidelberg retina tomograph measurements of the optic disc and parapapillary retina for detecting glaucoma analyzed by machine learning classifiers
LM Zangwill, K Chan, C Bowd, J Hao, TW Lee, RN Weinreb, TJ Sejnowski, ...
Investigative ophthalmology & visual science 45 (9), 3144-3151, 2004
1042004
Assessing susceptibility to age-related macular degeneration with genetic markers and environmental factors
Y Chen, J Zeng, C Zhao, K Wang, E Trood, J Buehler, M Weed, D Kasuga, ...
Archives of ophthalmology 129 (3), 344-351, 2011
932011
Automated measurement of retinal vascular tortuosity.
WE Hart, M Goldbaum, B Cote, P Kube, MR Nelson
Proceedings of the AMIA Annual Fall Symposium, 459, 1997
931997
Imaging the microvasculature of choroidal melanomas with confocal indocyanine green scanning laser ophthalmoscopy
AJ Mueller, DU Bartsch, R Folberg, MG Mehaffey, HC Boldt, M Meyer, ...
Archives of ophthalmology 116 (1), 31-39, 1998
881998
Interpretation of automated perimetry for glaucoma by neural network.
MH Goldbaum, PA Sample, H White, B Colt, P Raphaelian, RD Fechtner, ...
Investigative ophthalmology & visual science 35 (9), 3362-3373, 1994
871994
Relevance vector machine and support vector machine classifier analysis of scanning laser polarimetry retinal nerve fiber layer measurements
C Bowd, FA Medeiros, Z Zhang, LM Zangwill, J Hao, TW Lee, ...
Investigative ophthalmology & visual science 46 (4), 1322-1329, 2005
832005
Confocal scanning laser ophthalmoscopy classifiers and stereophotograph evaluation for prediction of visual field abnormalities in glaucoma-suspect eyes
C Bowd, LM Zangwill, FA Medeiros, J Hao, K Chan, TW Lee, ...
Investigative ophthalmology & visual science 45 (7), 2255-2262, 2004
832004
The discrimination of similarly colored objects in computer images of the ocular fundus.
MH Goldbaum, NP Katz, MR Nelson, LR Haff
Investigative ophthalmology & visual science 31 (4), 617-623, 1990
801990
Evaluation and accurate diagnoses of pediatric diseases using artificial intelligence
H Liang, BY Tsui, H Ni, CCS Valentim, SL Baxter, G Liu, W Cai, ...
Nature medicine 25 (3), 433-438, 2019
762019
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Articles 1–20