| Image processing with ImageJ MD Abràmoff, PJ Magalhães, SJ Ram Biophotonics international 11 (7), 36-42, 2004 | 19295 | 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 | 4655 | 2004 |
| Retinal imaging and image analysis MD Abràmoff, MK Garvin, M Sonka IEEE reviews in biomedical engineering 3, 169-208, 2010 | 1619 | 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), 39, 2018 | 1181 | 2018 |
| 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 | 1125 | 2016 |
| 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 | 1069 | 2004 |
| 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 | 730 | 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 | 708 | 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 | 654 | 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 | 628 | 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 | 480 | 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 | 473 | 2009 |
| End-to-end adversarial retinal image synthesis P Costa, A Galdran, MI Meyer, M Niemeijer, M Abràmoff, AM Mendonça, ... IEEE transactions on medical imaging 37 (3), 781-791, 2017 | 468 | 2017 |
| Automated analysis of retinal images for detection of referable diabetic retinopathy MD Abràmoff, JC Folk, DP Han, JD Walker, DF Williams, SR Russell, ... JAMA ophthalmology 131 (3), 351-357, 2013 | 464 | 2013 |
| 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 | 462 | 2019 |
| 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 | 454 | 2010 |
| 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 | 439 | 2012 |
| 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 | 428 | 2008 |
| 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 | 371 | 2008 |
| Artificial intelligence for diabetic retinopathy screening: a review A Grzybowski, P Brona, G Lim, P Ruamviboonsuk, GSW Tan, M Abramoff, ... Eye 34 (3), 451-460, 2020 | 350 | 2020 |
Milan SonkaUniversity of IowaEmail verificata su uiowa.edu