Michael D. Abramoff
Michael D. Abramoff
Professor of Ophthalmology and Visual Sciences, Electrical and Computer Engineering and Biomedical Engineering
Verified email at - Homepage
Cited by
Cited by
Image processing with ImageJ
MD AbrÓmoff, PJ MagalhŃes, SJ Ram
Biophotonics international 11 (7), 36-42, 2004
Ridge-based vessel segmentation in color images of the retina
J Staal, MD AbrÓmoff, M Niemeijer, MA Viergever, B Van Ginneken
IEEE transactions on medical imaging 23 (4), 501-509, 2004
Retinal imaging and image analysis
MD AbrÓmoff, MK Garvin, M Sonka
IEEE reviews in biomedical engineering 3, 169-208, 2010
Comparative study of retinal vessel segmentation methods on a new publicly available database
M Niemeijer, J Staal, B Van Ginneken, M Loog, MD Abramoff
Medical imaging 2004: image processing 5370, 648-656, 2004
Improved automated detection of diabetic retinopathy on a publicly available dataset through integration of deep learning
MD AbrÓmoff, Y Lou, A Erginay, W Clarida, R Amelon, JC Folk, ...
Investigative ophthalmology & visual science 57 (13), 5200-5206, 2016
Pivotal trial of an autonomous AI-based diagnostic system for detection of diabetic retinopathy in primary care offices
MD AbrÓmoff, PT Lavin, M Birch, N Shah, JC Folk
NPJ digital medicine 1 (1), 39, 2018
Automated 3-D intraretinal layer segmentation of macular spectral-domain optical coherence tomography images
MK Garvin, MD Abramoff, X Wu, SR Russell, TL Burns, M Sonka
IEEE transactions on medical imaging 28 (9), 1436-1447, 2009
Automatic detection of red lesions in digital color fundus photographs
M Niemeijer, B Van Ginneken, J Staal, MSA Suttorp-Schulten, ...
IEEE Transactions on medical imaging 24 (5), 584-592, 2005
Retinopathy online challenge: automatic detection of microaneurysms in digital color fundus photographs
M Niemeijer, B Van Ginneken, MJ Cree, A Mizutani, G Quellec, ...
IEEE transactions on medical imaging 29 (1), 185-195, 2009
Retinal neurodegeneration may precede microvascular changes characteristic of diabetic retinopathy in diabetes mellitus
EH Sohn, HW van Dijk, C Jiao, PHB Kok, W Jeong, N Demirkaya, ...
Proceedings of the National Academy of Sciences 113 (19), E2655-E2664, 2016
Automated detection and differentiation of drusen, exudates, and cotton-wool spots in digital color fundus photographs for diabetic retinopathy diagnosis
M Niemeijer, B van Ginneken, SR Russell, MSA Suttorp-Schulten, ...
Investigative ophthalmology & visual science 48 (5), 2260-2267, 2007
Selective loss of inner retinal layer thickness in type 1 diabetic patients with minimal diabetic retinopathy
HW Van Dijk, PHB Kok, M Garvin, M Sonka, JH DeVries, RPJ Michels, ...
Investigative ophthalmology & visual science 50 (7), 3404-3409, 2009
Decreased retinal ganglion cell layer thickness in patients with type 1 diabetes
HW Van Dijk, FD Verbraak, PHB Kok, MK Garvin, M Sonka, K Lee, ...
Investigative ophthalmology & visual science 51 (7), 3660-3665, 2010
Automated analysis of retinal images for detection of referable diabetic retinopathy
MD AbrÓmoff, JC Folk, DP Han, JD Walker, DF Williams, SR Russell, ...
JAMA ophthalmology 131 (3), 351-357, 2013
End-to-end adversarial retinal image synthesis
P Costa, A Galdran, MI Meyer, M Niemeijer, M AbrÓmoff, AM Mendonša, ...
IEEE transactions on medical imaging 37 (3), 781-791, 2017
Early neurodegeneration in the retina of type 2 diabetic patients
HW Van Dijk, FD Verbraak, PHB Kok, M Stehouwer, MK Garvin, M Sonka, ...
Investigative ophthalmology & visual science 53 (6), 2715-2719, 2012
Intraretinal layer segmentation of macular optical coherence tomography images using optimal 3-D graph search
MK Garvin, MD AbrÓmoff, R Kardon, SR Russell, X Wu, M Sonka
IEEE transactions on medical imaging 27 (10), 1495-1505, 2008
Deep learning in ophthalmology: the technical and clinical considerations
DSW Ting, L Peng, AV Varadarajan, PA Keane, PM Burlina, MF Chiang, ...
Progress in retinal and eye research 72, 100759, 2019
Evaluation of a system for automatic detection of diabetic retinopathy from color fundus photographs in a large population of patients with diabetes
MD AbrÓmoff, M Niemeijer, MSA Suttorp-Schulten, MA Viergever, ...
Diabetes care 31 (2), 193-198, 2008
Multiscale AM-FM methods for diabetic retinopathy lesion detection
C Agurto, V Murray, E Barriga, S Murillo, M Pattichis, H Davis, S Russell, ...
IEEE transactions on medical imaging 29 (2), 502-512, 2010
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