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Jimmy S. Chen
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Applications of artificial intelligence to electronic health record data in ophthalmology
WC Lin, JS Chen, MF Chiang, MR Hribar
Translational vision science & technology 9 (2), 13-13, 2020
1012020
Deep learning for the diagnosis of stage in retinopathy of prematurity: accuracy and generalizability across populations and cameras
JS Chen, AS Coyner, S Ostmo, K Sonmez, S Bajimaya, E Pradhan, ...
Ophthalmology Retina 5 (10), 1027-1035, 2021
352021
Deepfakes in ophthalmology: applications and realism of synthetic retinal images from generative adversarial networks
JS Chen, AS Coyner, RVP Chan, ME Hartnett, DM Moshfeghi, LA Owen, ...
Ophthalmology Science 1 (4), 100079, 2021
292021
Artificial Intelligence for Retinopathy of Prematurity: Validation of a Vascular Severity Scale against International Expert Diagnosis
JP Campbell, MF Chiang, JS Chen, DM Moshfeghi, E Nudleman, ...
Ophthalmology, 2022
272022
Single-examination risk prediction of severe retinopathy of prematurity
AS Coyner, JS Chen, P Singh, RL Schelonka, BK Jordan, CT McEvoy, ...
Pediatrics 148 (6), 2021
232021
Synthetic medical images for robust, privacy-preserving training of artificial intelligence: application to retinopathy of prematurity diagnosis
AS Coyner, JS Chen, K Chang, P Singh, S Ostmo, RVP Chan, MF Chiang, ...
Ophthalmology Science 2 (2), 100126, 2022
212022
Applications of natural language processing in ophthalmology: present and future
JS Chen, SL Baxter
Frontiers in Medicine 9, 906554, 2022
152022
Application of machine learning to predict patient no-shows in an academic pediatric ophthalmology clinic
J Chen, IH Goldstein, WC Lin, MF Chiang, MR Hribar
AMIA Annual Symposium Proceedings 2020, 293, 2020
152020
Repeatability of adaptive optics automated cone measurements in subjects with retinitis pigmentosa and novel metrics for assessment of image quality
MJ Gale, GA Harman, J Chen, ME Pennesi
Translational Vision Science & Technology 8 (3), 17-17, 2019
132019
A comparative analysis of system features used in the TREC-COVID information retrieval challenge
JS Chen, WR Hersh
Journal of Biomedical Informatics 117, 103745, 2021
82021
Early outcomes in an emerging facial nerve center: the Oregon Health and Science University (OHSU) experience
NA Krane, JS Chen, H Hanseler, W Baghoomian, J Ng, MK Wax, M Loyo
Annals of Otology, Rhinology & Laryngology 130 (5), 459-466, 2021
82021
Diagnosability of synthetic retinal fundus images for plus disease detection in retinopathy of prematurity
AS Coyner, J Chen, JP Campbell, S Ostmo, P Singh, J Kalpathy-Cramer, ...
AMIA Annual Symposium Proceedings 2020, 329, 2020
72020
Extraction of active medications and adherence using natural language processing for glaucoma patients
WC Lin, JS Chen, J Kaluzny, A Chen, MF Chiang, MR Hribar
AMIA Annual Symposium Proceedings 2021, 773, 2021
62021
Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment
JS Chen, JE Anderson, AS Coyner, S Ostmo, K Sonmez, D Erdogmus, ...
Ophthalmology Science 1 (4), 100070, 2021
52021
Development of an open-source annotated glaucoma medication dataset from clinical notes in the electronic health record
JS Chen, WC Lin, S Yang, MF Chiang, MR Hribar
Translational Vision Science & Technology 11 (11), 20-20, 2022
42022
Imaging and Informatics in Retinopathy of Prematurity Consortium Synthetic Medical Images for Robust, Privacy-Preserving Training of Artificial Intelligence: Application to …
AS Coyner, JS Chen, K Chang, P Singh, S Ostmo, RP Chan, MF Chiang, ...
Ophthalmology Science 2 (2), 100126, 2022
42022
Electronic health record note review in an outpatient specialty clinic: who is looking?
JS Chen, MR Hribar, IH Goldstein, A Rule, WC Lin, H Dusek, MF Chiang
JAMIA open 4 (3), ooab044, 2021
32021
Applications of deep learning: automated assessment of vascular tortuosity in mouse models of oxygen-induced retinopathy
JS Chen, KV Marra, HK Robles-Holmes, KB Ly, J Miller, G Wei, E Aguilar, ...
Ophthalmology Science 4 (1), 100338, 2024
22024
Barriers to Implementation of Teleretinal Diabetic Retinopathy Screening Programs Across the University of California
JS Chen, MC Lin, G Yiu, C Thorne, K Kulasa, J Stewart, E Nudleman, ...
Telemedicine and e-Health 29 (12), 1810-1818, 2023
22023
Automated assessment of stage in retinopathy of prematurity using deep learning
N Jimmy, A Chen, JP Campbell, S Ostmo, MF Chiang
Investigative Ophthalmology & Visual Science 61 (7), 2775-2775, 2020
22020
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