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Author Details

John P Campbell
Casey Eye Institute, Oregon Health & Science University
2005
143
30
PMIDPaper TitleJournal TitlePublished Year
37689182Discrepancies in Diagnosis of Treatment-Requiring Retinopathy of Prematurity.Ophthalmol Retina2024
36263934Characterization of Errors in Retinopathy of Prematurity Diagnosis by Ophthalmologists-in-Training in Middle-Income Countries.J Pediatr Ophthalmol Strabismus2023
38059124Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity: Insights from a Multimodal Deep Learning Approach.Ophthalmol Sci2023
37885755Generative Artificial Intelligence Through ChatGPT and Other Large Language Models in Ophthalmology: Clinical Applications and Challenges.Ophthalmol Sci2023
37498612Unilateral Exudative Retinal Lesion in a Previously Healthy Female Teenager.JAMA Ophthalmol2023
37676682Addressing the Challenges of Smartphone-Based Telescreening for Retinopathy of Prematurity-Reply.JAMA Ophthalmol2023
37920421Assessing the Impact of Image Quality on Deep Learning Classification of Infectious Keratitis.Ophthalmol Sci2023
37869029Applications of Deep Learning: Automated Assessment of Vascular Tortuosity in Mouse Models of Oxygen-Induced Retinopathy.Ophthalmol Sci2023
37088692Development and international validation of custom-engineered and code-free deep-learning models for detection of plus disease in retinopathy of prematurity: a retrospective study.Lancet Digit Health2023
37216244Panretinal Optical Coherence Tomography.IEEE Trans Med Imaging2023
37140902Association of Biomarker-Based Artificial Intelligence With Risk of Racial Bias in Retinal Images.JAMA Ophthalmol2023
37166816Efficacy of Smartphone-Based Telescreening for Retinopathy of Prematurity With and Without Artificial Intelligence in India.JAMA Ophthalmol2023
37030453Epidemiologic Evaluation of Retinopathy of Prematurity Severity in a Large Telemedicine Program in India Using Artificial Intelligence.Ophthalmology2023
37292936Genome-wide association identifies novel ROP risk loci in a multi-ethnic cohort.Res Sq2023
36656578Assessment of Retinopathy of Prematurity Regression and Reactivation Using an Artificial Intelligence-Based Vascular Severity Score.JAMA Netw Open2023
36607623Deep Convolutional Neural Networks Detect no Morphological Differences Between Culture-Positive and Culture-Negative Infectious Keratitis Images.Transl Vis Sci Technol2023
36598834Coincidental Ocular Abnormalities Found in Telescreening of Retinopathy of Prematurity Conducted During the COVID Pandemic at Aravind Eye Hospital, Coimbatore, India.Int Ophthalmol Clin2023
36598833Operationalization of Retinopathy of Prematurity Screening by the Application of the Essential Public Health Services Framework.Int Ophthalmol Clin2023
36598831Technology and Innovation in Global Ophthalmology: The Past, the Potential, and a Path Forward.Int Ophthalmol Clin2023
36263935Characterization of Errors in Retinopathy of Prematurity Diagnosis by Ophthalmologists-in-Training in the United States and Canada.J Pediatr Ophthalmol Strabismus2023
35296449Federated Learning for Multicenter Collaboration in Ophthalmology: Improving Classification Performance in Retinopathy of Prematurity.Ophthalmol Retina2022
35797036External Validation of a Retinopathy of Prematurity Screening Model Using Artificial Intelligence in 3 Low- and Middle-Income Populations.JAMA Ophthalmol2022
35433564Health Equity and Disparities in ROP Care: A Need for Systematic Evaluation.Front Pediatr2022
35598905Ultrawide-field OCT for Retinoblastoma.Ophthalmology2022
35691580The Prevalence of Retinal Disease and Associated CNS Disease in Young Patients with Incontinentia Pigmenti.Ophthalmol Retina2022
35860728Widefield Optical Coherence Tomography in Pediatric Retina: A Case Series of Intraoperative Applications Using a Prototype Handheld Device.Front Med (Lausanne)2022
35659941Variability in Plus Disease Diagnosis using Single and Serial Images.Ophthalmol Retina2022
36400939Improving the repeatability of deep learning models with Monte Carlo dropout.NPJ Digit Med2022
36531583Evaluation of an Artificial Intelligence System for Retinopathy of Prematurity Screening in Nepal and Mongolia.Ophthalmol Sci2022
36417673Developments in Artificial Intelligence for Ophthalmology: Federated Learning.Asia Pac J Ophthalmol (Phila)2022
36249702Improved Training Efficiency for Retinopathy of Prematurity Deep Learning Models Using Comparison versus Class Labels.Ophthalmol Sci2022
36249698Image-Based Differentiation of Bacterial and Fungal Keratitis Using Deep Convolutional Neural Networks.Ophthalmol Sci2022
36249693Synthetic Medical Images for Robust, Privacy-Preserving Training of Artificial Intelligence: Application to Retinopathy of Prematurity Diagnosis.Ophthalmol Sci2022
36276248Advances in retinopathy of prematurity imaging.Saudi J Ophthalmol2022
36201183Pulmonary Hypertension in Preterm Infants Treated With Laser vs Anti-Vascular Endothelial Growth Factor Therapy for Retinopathy of Prematurity.JAMA Ophthalmol2022
36227622Association of Optical Coherence Tomography-Measured Fibrovascular Ridge Thickness and Clinical Disease Stage in Retinopathy of Prematurity.JAMA Ophthalmol2022
35157950Artificial Intelligence for Retinopathy of Prematurity: Validation of a Vascular Severity Scale against International Expert Diagnosis.Ophthalmology2022
35128508Peripheral OCT Assisted by Scleral Depression in Retinopathy of Prematurity.Ophthalmol Sci2022
35118032Advantages of Widefield Optical Coherence Tomography in the Diagnosis of Retinopathy of Prematurity.Front Pediatr2022
34875370Prevalence of persistent avascular retina in untreated children with a history of retinopathy of prematurity screening.J AAPOS2022
35297945Cost-effectiveness of Artificial Intelligence-Based Retinopathy of Prematurity Screening.JAMA Ophthalmol2022
32830123Automated detection of early-stage ROP using a deep convolutional neural network.Br J Ophthalmol2021
36246951Deepfakes in Ophthalmology: Applications and Realism of Synthetic Retinal Images from Generative Adversarial Networks.Ophthalmol Sci2021
36275192Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment.Ophthalmol Sci2021
33654115Identification of candidate genes and pathways in retinopathy of prematurity by whole exome sequencing of preterm infants enriched in phenotypic extremes.Sci Rep2021
33626169Patterns and Predictors of Successful Treatment Discontinuation in Retinal Vein Occlusions With Macular Edema in the Real World.Ophthalmic Surg Lasers Imaging Retina2021
33667496Neurodevelopmental outcomes in preterm infants with retinopathy of prematurity.Surv Ophthalmol2021
33561545Deep Learning for the Diagnosis of Stage in Retinopathy of Prematurity: Accuracy and Generalizability across Populations and Cameras.Ophthalmol Retina2021
33832778Recommendations for Standardization of Images in Ophthalmology.Ophthalmology2021
34851913105° field of view non-contact handheld swept-source optical coherence tomography.Opt Lett2021
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Collaborators

Michael F Chiang
National Eye Institute, National Institutes of Health
Co-authored papers 71
Jayashree Kalpathy-Cramer
Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
Co-authored papers 43
David Huang
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Co-authored papers 14
Deniz Erdogmus
Northeastern University
Co-authored papers 12
Yali Jia
Casey Eye Institute, Oregon Health & Science University
Co-authored papers 11
Kemal Sonmez
Casey Eye Institute Oregon Health & Science University.
Co-authored papers 8
Thomas S Hwang
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Co-authored papers 8
Eric Nudleman
Shiley Eye Institute, Rady Children's Hospital, University of California
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Pearse A Keane
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University of Iowa
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James T Rosenbaum
Oregon Health & Science University School of Medicine
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Jerome I Rotter
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Rishi P Singh
Cleveland Clinic Martin Hospitals, Cleveland Clinic Florida
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Xubo Song
Knight Cancer Institute-CEDAR, Oregan Health & Science University
Co-authored papers 3
Namperumalsamy Venkatesh Prajna
Aravind Eye Hospital and Postgraduate Institute of Ophthalmology
Co-authored papers 3
Kelly A Hutcheson
Sidra Medical and Research Center
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Yii-Der Ida Chen
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Xiaohui Li
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Kent D Taylor
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Flora Lum
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Eric B Suhler
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