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 | 525 | 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 | 459 | 2021 |
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 | 151 | 2019 |
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 | 133 | 2015 |
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 | 118 | 2018 |
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 | 108 | 2016 |
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 | 101 | 2019 |
Influence of fluorescein angiography on the diagnosis and management of retinopathy of prematurity MA Klufas, SN Patel, MC Ryan, MP Gupta, KE Jonas, S Ostmo, ... Ophthalmology 122 (8), 1601-1608, 2015 | 95 | 2015 |
Plus disease in retinopathy of prematurity: a continuous spectrum of vascular abnormality as a basis of diagnostic variability JP Campbell, J Kalpathy-Cramer, D Erdogmus, P Tian, D Kedarisetti, ... Ophthalmology 123 (11), 2338-2344, 2016 | 81 | 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 | 80 | 2018 |
Plus disease in retinopathy of prematurity: improving diagnosis by ranking disease severity and using quantitative image analysis J Kalpathy-Cramer, JP Campbell, D Erdogmus, P Tian, D Kedarisetti, ... Ophthalmology 123 (11), 2345-2351, 2016 | 78 | 2016 |
Development and evaluation of reference standards for image-based telemedicine diagnosis and clinical research studies in ophthalmology MC Ryan, S Ostmo, K Jonas, A Berrocal, K Drenser, J Horowitz, TC Lee, ... AMIA annual symposium proceedings 2014, 1902, 2014 | 75 | 2014 |
Applications of artificial intelligence for retinopathy of prematurity screening JP Campbell, P Singh, TK Redd, JM Brown, PK Shah, P Subramanian, ... Pediatrics 147 (3), 2021 | 74 | 2021 |
A quantitative severity scale for retinopathy of prematurity using deep learning to monitor disease regression after treatment K Gupta, JP Campbell, S Taylor, JM Brown, S Ostmo, RVP Chan, J Dy, ... JAMA ophthalmology 137 (9), 1029-1036, 2019 | 73 | 2019 |
Risk factors for retinopathy of prematurity: insights from outlier infants AD Port, RVP Chan, S Ostmo, D Choi, MF Chiang Graefe's Archive for Clinical and Experimental Ophthalmology 252, 1669-1677, 2014 | 69 | 2014 |
Diagnostic discrepancies in retinopathy of prematurity classification JP Campbell, MC Ryan, E Lore, P Tian, S Ostmo, K Jonas, RVP Chan, ... Ophthalmology 123 (8), 1795-1801, 2016 | 63 | 2016 |
Automated fundus image quality assessment in retinopathy of prematurity using deep convolutional neural networks AS Coyner, R Swan, JP Campbell, S Ostmo, JM Brown, ... Ophthalmology Retina 3 (5), 444-450, 2019 | 62 | 2019 |
Evaluation of a deep learning–derived quantitative retinopathy of prematurity severity scale JP Campbell, SJ Kim, JM Brown, S Ostmo, RVP Chan, J Kalpathy-Cramer, ... Ophthalmology 128 (7), 1070-1076, 2021 | 55 | 2021 |
Diagnostic accuracy of ophthalmoscopy vs telemedicine in examinations for retinopathy of prematurity H Biten, TK Redd, C Moleta, JP Campbell, S Ostmo, K Jonas, RVP Chan, ... JAMA ophthalmology 136 (5), 498-504, 2018 | 55 | 2018 |
The Global Education Network for Retinopathy of Prematurity (Gen-Rop): development, implementation, and evaluation of a novel tele-education system (an American … RVP Chan, SN Patel, MC Ryan, KE Jonas, S Ostmo, AD Port, GI Sun, ... Transactions of the American Ophthalmological Society 113, 2015 | 53 | 2015 |