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J Peter Campbell
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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
10222019
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
8342017
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
6612020
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
5202018
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
5032018
International classification of retinopathy of prematurity
MF Chiang, GE Quinn, AR Fielder, SR Ostmo, RVP Chan, A Berrocal, ...
Ophthalmology 128 (10), e51-e68, 2021
4452021
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
3312016
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
1872016
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
1492019
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
1392013
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
1342012
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
1332015
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
1182017
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
1152018
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
1122020
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
1072016
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
1002020
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
992019
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
802016
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
782018
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