| Artificial intelligence and deep learning in ophthalmology DSW Ting, LR Pasquale, L Peng, JP Campbell, AY Lee, R Raman, ... British Journal of Ophthalmology 103 (2), 167-175, 2019 | 1192 | 2019 |
| Introduction to machine learning, neural networks, and deep learning RY Choi, AS Coyner, J Kalpathy-Cramer, MF Chiang, JP Campbell Translational vision science & technology 9 (2), 14-14, 2020 | 936 | 2020 |
| Detailed vascular anatomy of the human retina by projection-resolved optical coherence tomography angiography JP Campbell, M Zhang, TS Hwang, ST Bailey, DJ Wilson, Y Jia, D Huang Scientific reports 7 (1), 1-11, 2017 | 887 | 2017 |
| Retinopathy of prematurity: a review of risk factors and their clinical significance SJ Kim, AD Port, R Swan, JP Campbell, RVP Chan, MF Chiang Survey of ophthalmology 63 (5), 618-637, 2018 | 573 | 2018 |
| Automated diagnosis of plus disease in retinopathy of prematurity using deep convolutional neural networks JM Brown, JP Campbell, A Beers, K Chang, S Ostmo, RVP Chan, J Dy, ... JAMA ophthalmology 136 (7), 803-810, 2018 | 561 | 2018 |
| International classification of retinopathy of prematurity MF Chiang, GE Quinn, AR Fielder, SR Ostmo, RVP Chan, A Berrocal, ... Ophthalmology 128 (10), e51-e68, 2021 | 551 | 2021 |
| Projection-resolved optical coherence tomographic angiography M Zhang, TS Hwang, JP Campbell, ST Bailey, DJ Wilson, D Huang, Y Jia Biomedical optics express 7 (3), 816-828, 2016 | 350 | 2016 |
| Visualization of 3 distinct retinal plexuses by projection-resolved optical coherence tomography angiography in diabetic retinopathy TS Hwang, M Zhang, K Bhavsar, X Zhang, JP Campbell, P Lin, ST Bailey, ... JAMA ophthalmology 134 (12), 1411-1419, 2016 | 198 | 2016 |
| Evaluation of a deep learning image assessment system for detecting severe retinopathy of prematurity TK Redd, JP Campbell, JM Brown, SJ Kim, S Ostmo, RVP Chan, J Dy, ... British Journal of Ophthalmology 103 (5), 580-584, 2019 | 160 | 2019 |
| Current challenges and barriers to real-world artificial intelligence adoption for the healthcare system, provider, and the patient RP Singh, GL Hom, MD Abramoff, JP Campbell, MF Chiang Translational Vision Science & Technology 9 (2), 45-45, 2020 | 147 | 2020 |
| Computer-based image analysis for plus disease diagnosis in retinopathy of prematurity: performance of the “i-ROP” system and image features associated with expert diagnosis E Ataer-Cansizoglu, V Bolon-Canedo, JP Campbell, A Bozkurt, ... Translational vision science & technology 4 (6), 5-5, 2015 | 145 | 2015 |
| Ultra-wide-field retinal imaging in the management of non-infectious retinal vasculitis HA Leder, JP Campbell, YJ Sepah, T Gan, JP Dunn, E Hatef, B Cho, ... Journal of ophthalmic inflammation and infection 3, 1-6, 2013 | 142 | 2013 |
| Wide-field retinal imaging in the management of noninfectious posterior uveitis JP Campbell, HA Leder, YJ Sepah, T Gan, JP Dunn, E Hatef, B Cho, ... American journal of ophthalmology 154 (5), 908-911. e2, 2012 | 137 | 2012 |
| High-resolution medical image synthesis using progressively grown generative adversarial networks A Beers, J Brown, K Chang, JP Campbell, S Ostmo, MF Chiang, ... arXiv preprint arXiv:1805.03144, 2018 | 130 | 2018 |
| Handheld optical coherence tomography angiography and ultra–wide-field optical coherence tomography in retinopathy of prematurity JP Campbell, E Nudleman, J Yang, O Tan, RVP Chan, MF Chiang, ... JAMA ophthalmology 135 (9), 977-981, 2017 | 122 | 2017 |
| Monitoring disease progression with a quantitative severity scale for retinopathy of prematurity using deep learning S Taylor, JM Brown, K Gupta, JP Campbell, S Ostmo, RVP Chan, J Dy, ... JAMA ophthalmology 137 (9), 1022-1028, 2019 | 114 | 2019 |
| Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging MD Li, K Chang, B Bearce, CY Chang, AJ Huang, JP Campbell, ... NPJ digital medicine 3 (1), 48, 2020 | 113 | 2020 |
| Expert diagnosis of plus disease in retinopathy of prematurity from computer-based image analysis JP Campbell, E Ataer-Cansizoglu, V Bolon-Canedo, A Bozkurt, ... JAMA ophthalmology 134 (6), 651-657, 2016 | 113 | 2016 |
| Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium. Automated diagnosis of plus disease in retinopathy of prematurity using deep convolutional … JM Brown, JP Campbell, A Beers, K Chang, S Ostmo, RVP Chan, J Dy, ... JAMA Ophthalmol 136 (7), 803-810, 2018 | 87 | 2018 |
| Artificial intelligence in retinopathy of prematurity diagnosis BA Scruggs, RVP Chan, J Kalpathy-Cramer, MF Chiang, JP Campbell Translational vision science & technology 9 (2), 5-5, 2020 | 86 | 2020 |
Michael F. ChiangDirector, National Eye Institute, National Institutes of HealthVerified email at nih.gov