| Performance of deep learning architectures and transfer learning for detecting glaucomatous optic neuropathy in fundus photographs M Christopher, A Belghith, C Bowd, JA Proudfoot, MH Goldbaum, ... Scientific reports 8 (1), 16685, 2018 | 292 | 2018 |
| Macular and optic nerve head vessel density and progressive retinal nerve fiber layer loss in glaucoma S Moghimi, LM Zangwill, RC Penteado, K Hasenstab, E Ghahari, H Hou, ... Ophthalmology 125 (11), 1720-1728, 2018 | 157 | 2018 |
| Deep learning approaches predict glaucomatous visual field damage from OCT optic nerve head en face images and retinal nerve fiber layer thickness maps M Christopher, C Bowd, A Belghith, MH Goldbaum, RN Weinreb, ... Ophthalmology 127 (3), 346-356, 2020 | 124 | 2020 |
| Retinal nerve fiber layer features identified by unsupervised machine learning on optical coherence tomography scans predict glaucoma progression M Christopher, A Belghith, RN Weinreb, C Bowd, MH Goldbaum, ... Investigative ophthalmology & visual science 59 (7), 2748-2756, 2018 | 122 | 2018 |
| Optical coherence tomography angiography macular vascular density measurements and the central 10-2 visual field in glaucoma RC Penteado, LM Zangwill, FB Daga, LJ Saunders, PIC Manalastas, ... Journal of glaucoma 27 (6), 481-489, 2018 | 110 | 2018 |
| Association of macular and circumpapillary microvasculature with visual field sensitivity in advanced glaucoma E Ghahari, C Bowd, LM Zangwill, J Proudfoot, KA Hasenstab, H Hou, ... American journal of ophthalmology 204, 51-61, 2019 | 59 | 2019 |
| The association between macula and ONH optical coherence tomography angiography (OCT-A) vessel densities in glaucoma, glaucoma suspect, and healthy eyes PIC Manalastas, LM Zangwill, FB Daga, MA Christopher, LJ Saunders, ... Journal of glaucoma 27 (3), 227-232, 2018 | 52 | 2018 |
| Progression of primary open-angle glaucoma in diabetic and nondiabetic patients H Hou, T Shoji, LM Zangwill, S Moghimi, LJ Saunders, K Hasenstab, ... American Journal of ophthalmology 189, 1-9, 2018 | 50 | 2018 |
| Effects of study population, labeling and training on glaucoma detection using deep learning algorithms M Christopher, K Nakahara, C Bowd, JA Proudfoot, A Belghith, ... Translational vision science & technology 9 (2), 27-27, 2020 | 39 | 2020 |
| Automated axon counting in rodent optic nerve sections with AxonJ K Zarei, TE Scheetz, M Christopher, K Miller, A Hedberg-Buenz, A Tandon, ... Scientific reports 6 (1), 26559, 2016 | 38 | 2016 |
| Detecting glaucoma from fundus photographs using deep learning without convolutions: transformer for improved generalization R Fan, K Alipour, C Bowd, M Christopher, N Brye, JA Proudfoot, ... Ophthalmology science 3 (1), 100233, 2023 | 37 | 2023 |
| Deep learning image analysis of optical coherence tomography angiography measured vessel density improves classification of healthy and glaucoma eyes C Bowd, A Belghith, LM Zangwill, M Christopher, MH Goldbaum, R Fan, ... American journal of ophthalmology 236, 298-308, 2022 | 34 | 2022 |
| Quantitative measurement of retinal ganglion cell populations via histology-based random forest classification A Hedberg-Buenz, MA Christopher, CJ Lewis, KA Fernandes, LM Dutca, ... Experimental eye research 146, 370-385, 2016 | 32 | 2016 |
| Gradient-boosting classifiers combining vessel density and tissue thickness measurements for classifying early to moderate glaucoma C Bowd, A Belghith, JA Proudfoot, LM Zangwill, M Christopher, ... American Journal of Ophthalmology 217, 131-139, 2020 | 31 | 2020 |
| Validation of tablet-based evaluation of color fundus images M Christopher, DC Moga, SR Russell, JC Folk, T Scheetz, MD Abràmoff Retina 32 (8), 1629-1635, 2012 | 28 | 2012 |
| RetFM-J, an ImageJ-based module for automated counting and quantifying features of nuclei in retinal whole-mounts A Hedberg-Buenz, MA Christopher, CJ Lewis, KJ Meyer, DS Rudd, ... Experimental Eye Research 146, 386-392, 2016 | 26 | 2016 |
| The influence of axial myopia on optic disc characteristics of glaucoma eyes J Rezapour, C Bowd, J Dohleman, A Belghith, JA Proudfoot, ... Scientific reports 11 (1), 8854, 2021 | 25 | 2021 |
| Deep learning estimation of 10-2 and 24-2 visual field metrics based on thickness maps from macula OCT M Christopher, C Bowd, JA Proudfoot, A Belghith, MH Goldbaum, ... Ophthalmology 128 (11), 1534-1548, 2021 | 22 | 2021 |
| Relationship of corneal hysteresis and anterior lamina cribrosa displacement in glaucoma BJ Wong, S Moghimi, LM Zangwill, M Christopher, A Belghith, E Ekici, ... American journal of ophthalmology 212, 134-143, 2020 | 20 | 2020 |
| The African Descent and Glaucoma Evaluation Study (ADAGES) III: contribution of genotype to glaucoma phenotype in African Americans: study design and baseline data LM Zangwill, R Ayyagari, JM Liebmann, CA Girkin, R Feldman, H Dubiner, ... Ophthalmology 126 (1), 156-170, 2019 | 19 | 2019 |
