| Image processing with ImageJ MD Abràmoff, PJ Magalhães, SJ Ram Biophotonics international 11 (7), 36-42, 2004 | 15361 | 2004 |
| Ridge-based vessel segmentation in color images of the retina J Staal, MD Abràmoff, M Niemeijer, MA Viergever, B Van Ginneken IEEE transactions on medical imaging 23 (4), 501-509, 2004 | 2988 | 2004 |
| Retinal imaging and image analysis MD Abràmoff, MK Garvin, M Sonka IEEE reviews in biomedical engineering 3, 169-208, 2010 | 1006 | 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 | 907 | 2004 |
| 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 | 613 | 2005 |
| 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 | 545 | 2009 |
| 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 | 482 | 2009 |
| Improved automated detection of diabetic retinopathy on a publicly available dataset through integration of deep learning MD Abràmoff, Y Lou, A Erginay, W Clarida, R Amelon, JC Folk, ... Investigative ophthalmology & visual science 57 (13), 5200-5206, 2016 | 443 | 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 | 405 | 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 | 356 | 2009 |
| Intraretinal layer segmentation of macular optical coherence tomography images using optimal 3-D graph search MK Garvin, MD Abràmoff, R Kardon, SR Russell, X Wu, M Sonka IEEE transactions on medical imaging 27 (10), 1495-1505, 2008 | 348 | 2008 |
| 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 | 329 | 2010 |
| Pivotal trial of an autonomous AI-based diagnostic system for detection of diabetic retinopathy in primary care offices MD Abràmoff, PT Lavin, M Birch, N Shah, JC Folk NPJ digital medicine 1 (1), 1-8, 2018 | 310 | 2018 |
| Evaluation of a system for automatic detection of diabetic retinopathy from color fundus photographs in a large population of patients with diabetes MD Abràmoff, M Niemeijer, MSA Suttorp-Schulten, MA Viergever, ... Diabetes care 31 (2), 193-198, 2008 | 306 | 2008 |
| 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 | 299 | 2012 |
| Automated segmentation of the optic disc from stereo color photographs using physiologically plausible features MD Abramoff, WLM Alward, EC Greenlee, L Shuba, CY Kim, JH Fingert, ... Investigative ophthalmology & visual science 48 (4), 1665-1673, 2007 | 275 | 2007 |
| 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 | 274 | 2010 |
| 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 | 269 | 2016 |
| Fast detection of the optic disc and fovea in color fundus photographs M Niemeijer, MD Abràmoff, B Van Ginneken Medical image analysis 13 (6), 859-870, 2009 | 261 | 2009 |
| Segmentation of the optic disc, macula and vascular arch in fundus photographs M Niemeijer, MD Abràmoff, B Van Ginneken IEEE transactions on medical imaging 26 (1), 116-127, 2006 | 256 | 2006 |
Milan SonkaUniversity of IowaVerified email at uiowa.edu
