Publications
2024
Barriers to Extracting and Harmonizing Glaucoma Testing Data: Gaps, Shortcomings, and the Pursuit of FAIRness
Ophthalmology Science October 2024
Niloofar Radgoudarzi, Shahin Hallaj, Michael V. Boland, Brian Stagg, Sophia Y. Wang, Benjamin Xu, Swarup S. Swaminathan, Eric N. Brown, Aiyin Chen, Catherine Q. Sun, Dilru C. Amarasekera, Jonathan S. Myers, Murtaza Saifee, William Halfpenny, Keri Dirkes, Linda Zangwill, Kerry E. Goetz, Michelle Hribar, Sally L. Baxter
The Impact of Race, Ethnicity, and Sex on Fairness in Artificial Intelligence for Glaucoma Prediction Models
Ophthalmology Science September 2024
Rohith Ravindranath, Joshua D. Stein, Tina Hernandez-Boussard, Caroline Fisher, Sophia Y. Wang, SOURCE Consortium
Big data and electronic health records for glaucoma research
Taiwan Journal of Ophthalmology September 2024
Isaac A. Bernstein, Karen Fernandez, Joshua D. Stein, Suzann Pershing, Sophia Y. Wang
Beyond PhacoTrainer: Deep Learning for Enhanced Trabecular Meshwork Detection in MIGS Videos
Translational Vision Science & Technology September 2024
Su Kara, Michael Yang, Hsu-Hang Yeh, Simmi Sen, Hannah H. Hwang, Sophia Y. Wang
Predicting Glaucoma Surgical Outcomes Using Neural Networks and Machine Learning on Electronic Health Records
Translational Vision Science & Technology June 2024
Samuel Barry, Sophia Y. Wang
2023
Prediction models for glaucoma in a multicenter electronic health records consortium: the Sight Outcomes Research Collaborative
Ophthalmology Science 2023
Sophia Y. Wang, Rohith Ravindranath, Joshua D. Stein
Social Determinants of Health and Perceived Barriers to Care in Diabetic Retinopathy Screening
JAMA Ophthalmology 2023
Rohith Ravindranath, Isaac A. Bernstein, Karen S. Fernandez, Cassie A. Ludwig, Sophia Y. Wang
The Association Between Frailty and Visual Field Loss in US Adults
American Journal of Ophthalmology 2023
Isaac A. Bernstein, Ann Caroline Fisher, Kuldev Singh, Sophia Y. Wang
Comparison of Ophthalmologist and Large Language Model Chatbot Responses to Online Patient Eye Care Questions
JAMA Netw Open 2023
Isaac A. Bernstein, Youchen (Victor) Zhang, Devendra Govil, Iyad Majid, Robert T. Chang, Yang Sun, Ann Shue, Jonathan C. Chou, Emily Schehlein, Karen L. Christopher, Sylvia L. Groth, Cassie Ludwig, Sophia Y. Wang
Real-world agreement of same-visit Tono-Pen vs Goldmann applanation intraocular pressure measurements using electronic health records
Heliyon 2023
Haiwen Gui, Youchen Zhang, Robert T. Chang, Sophia Y. Wang
Automated Recognition of Visual Acuity Measurements in Ophthalmology Clinical Notes using Deep Learning
Ophthalmology Science 2023
Isaac A. Bernstein, Abigail Koornwinder, Hannah Hwang, Sophia Y. Wang
Predicting Glaucoma Progression to Surgery with Artificial Intelligence Survival Models
Ophthalmology Science 2023
Shiqi Tao, Rohith Ravindranath, Sophia Y. Wang
Predicting near-term glaucoma progression: An artificial intelligence approach using clinical free-text notes and data from electronic health records
Frontiers in Medicine 2023
Sunil K. Jalamangala Shivananjaiah, Sneha Kumari, Iyad Majid, Sophia Y. Wang
PhacoTrainer: Deep Learning for Cataract Surgical Videos to Track Surgical Tools
Translational Vision Science & Technology 2023
Hsu-Hang Yeh, Anjal M. Jain, Olivia Fox, Kostya Sebov, Sophia Y. Wang
2022
Changes in glaucoma management following visual field testing and optical coherence tomography
British Journal of Ophthalmology 2022
Michelle T Sun, Kuldev Singh, Sophia Y Wang
Real-World Outcomes of Glaucoma Filtration Surgery Using Electronic Health Records: An Informatics Study
Journal of Glaucoma 2022
Michelle T Sun, Kuldev Singh, Sophia Y Wang
Leveraging Weak Supervision to Perform Named Entity Recognition in Electronic Health Records Progress Notes to Identify the Ophthalmology Exam
International Journal of Medical Informatics 2022
Sophia Y Wang, Justin Huang, Hannah Hwang, Wendeng Hu, Shiqi Tao, Tina Hernandez Boussard
Predicting Glaucoma Progression Requiring Surgery Using Clinical Free-Text Notes and Transfer Learning With Transformers
Translational Vision Science & Technology 2022
Wendeng Hu, Sophia Y Wang
Outcomes of Primary Trabeculectomy versus Combined Phacoemulsification-Trabeculectomy Using Automated Electronic Health Record Data Extraction
Current Eye Research 2022
Jose R. Davila, Kuldev Singh, Tina Hernandez-Boussard, Sophia Y Wang
Deep Learning Approaches for Predicting Glaucoma Progression Using Electronic Health Records and Natural Language Processing
Ophthalmology Science 2022 (Special issue on Big Data and Artificial Intelligence)
Sophia Y Wang, Benjamin Tseng, Tina Hernandez-Boussard
Looking for Low Vision: Predicting visual prognosis by fusing structured and free-text data from electronic health records
International Journal of Medical Informatics 2022
Haiwen Gui, Benjamin Tseng, Wendeng Hu, Sophia Y Wang
2021
The Impact of COVID-19 on Missed Ophthalmology Clinic Visits
Clinical Ophthalmology 2021
Brant AR, Pershing S, Hess O, Rooney D, Goldberg J, Tabin G, Wang SY
PhacoTrainer: A Multicenter Study of Deep Learning for Activity Recognition in Cataract Surgical Videos
Translational Vision Science & Technology 2021
Hsu-Hang Yeh, Anjal M Jain, Olivia Fox, Sophia Y Wang
The association between blood pressure, blood pressure medications, and glaucoma in a nationwide electronic health records database
Ophthalmology 2021
Eric Lee, Wendeng Hu, Kuldev Singh, Sophia Y Wang
Development and evaluation of novel ophthalmology domain-specific neural word embeddings to predict visual prognosis
International Journal of Medical Informatics 2021
Sophia Wang, Benjamin Tseng, Tina Hernandez-Boussard
The Impact of COVID-19 on Missed Ophthalmology Clinic Visits
Clinical Ophthalmology 2021
Brant AR, Pershing S, Hess O, Rooney D, Goldberg JL, Tabin G, Wang SY
2020
Association of ocular antihypertensive medications and the development and progression of age-related macular degeneration in a U.S. insurance claims database.
Current eye research 2020
Eton, E. A., Wubben, T. J., Besirli, C. G., Wang, S. Y.
Sustaining Independent Careers in Vision Research: Demographics and Success in Second R01 Attainment Among Clinician-Scientists from 1985 to 2019
TRANSLATIONAL VISION SCIENCE & TECHNOLOGY 2020
Liu, E. A., Wang, S. Y., Rao, R. C.
View details for Web of Science ID 000604304000006
Big data requirements for artificial intelligence.
Current opinion in ophthalmology 2020
Wang, S. Y., Pershing, S., Lee, A. Y., AAO Taskforce on AI and AAO Medical Information Technology Committee
Intraocular Pressure Changes after Cataract Surgery in Patients with and without Glaucoma: An Informatics-Based Approach.
Ophthalmology. Glaucoma 2020
Wang, S. Y., Azad, A. D., Lin, S. C., Hernandez-Boussard, T., Pershing, S.
Informatics for Investigation of Glaucoma Filtration Surgery Outcomes Using Electronic Health Records
ASSOC RESEARCH VISION OPHTHALMOLOGY INC. 2020
Wang, S. Y., Singh, K.
View details for Web of Science ID 000554495702337
Characterization of 'Early Established' Clinician-Scientist Cohorts in Ophthalmology: Success Rates for 2nd R01 Grant Awards
ASSOC RESEARCH VISION OPHTHALMOLOGY INC. 2020
Rao, R. C., Liu, E., Wang, S. Y.
View details for Web of Science ID 000554528304332
2019
Management of the glaucoma patient progressing at low normal intraocular pressure.
Current opinion in ophthalmology 2019
Wang, S. Y., Singh, K.
Automated extraction of ophthalmic surgery outcomes from the electronic health record.
International journal of medical informatics 2019
Wang, S. Y., Pershing, S., Tran, E., Hernandez-Boussard, T.
Understanding Patient Attitudes Toward Multifocal Intraocular Lenses in Online Medical Forums Through Sentiment Analysis
IOS PRESS. 2019: 1378–82
Wang, S. Y., Hernandez-Boussard, T., Chang, R. T., Pershing, S., OhnoMachado, L., Seroussi, B.
View details for Web of Science ID 000569653400278
2018
Ocular Antihypertensive Medication Use After iStent Implantation Concurrent With Cataract Surgery vs Cataract Surgery Alone in a Large US Health Care Claims Database.
JAMA ophthalmology 2018
Wang, S. Y., Singh, K., Stein, J. D., Chang, R. T.
Reduction of Ocular Antihypertensive Medication Use After IStent Implantation in a Large US Managed Care Network
ASSOC RESEARCH VISION OPHTHALMOLOGY INC. 2018
Wang, S., Chang, R.
View details for Web of Science ID 000442912506049
Utilization of Ophthalmologist Consultation for Emergency Care at a University Hospital
JAMA OPHTHALMOLOGY 2018
Wang, S. Y., Hamid, M. S., Musch, D. C., Woodward, M. A.
2017
Ophthalmic Screening Patterns Among Youths With Diabetes Enrolled in a Large US Managed Care Network
JAMA OPHTHALMOLOGY 2017
Wang, S. Y., Andrews, C. A., Gardner, T. W., Wood, M., Singer, K., Stein, J. D.
View details for Web of Science ID 000401113400009
Patient-centered and visual quality outcomes of premium cataract surgery: a systematic review.
European journal of ophthalmology 2017
Wang, S. Y., Stem, M. S., Oren, G., Shtein, R., Lichter, P. R.
Incidence and Risk Factors for Developing Diabetic Retinopathy among Youths with Type 1 or Type 2 Diabetes throughout the United States.
Ophthalmology 2017
Wang, S. Y., Andrews, C. A., Herman, W. H., Gardner, T. W., Stein, J. D.
Patient Attitudes Toward Telemedicine for Diabetic Retinopathy.
Telemedicine journal and e-health 2017
Valikodath, N. G., Leveque, T. K., Wang, S. Y., Lee, P. P., Newman-Casey, P. A., Hansen, S. O., Woodward, M. A.
The relation between exercise and glaucoma in a South Korean population-based sample
PLOS ONE
Lin, S., Wang, S. Y., Pasquale, L. R., Singh, K., Lin, S. C.
Fungal Endophthalmitis Associated With DSAEK and Thermal Sclerostomy
OPHTHALMIC SURGERY LASERS & IMAGING RETINA 2017
Wang, S. Y., Ghodasra, D. H., Amin, S. R., Mian, S. I., Jayasundera, K. T.
2016
Oral Contraceptive Use and Prevalence of Self-Reported Glaucoma or Ocular Hypertension in the United States
OPHTHALMOLOGY 2016
Wang, Y. E., Kakigi, C., Barbosa, D., Porco, T., Chen, R., Wang, S., Li, Y., Singh, K., Pasquale, L. R., Lin, S. C.
Hospitalization after Cataract Surgery in a Nationwide Managed-Care Population
PLOS ONE 2016
Wang, S. Y., Blachley, T. S., Andrews, C. A., Ayanian, J. Z., Lee, P. P., Stein, J. D.
View details for Web of Science ID 000371276100158
Oral Contraceptive Use and Prevalence of Self-Reported Glaucoma or Ocular Hypertension in the United States.
Ophthalmology
Wang, Y. E., Kakigi, C., Barbosa, D., Porco, T., Chen, R., Wang, S., Li, Y., Singh, K., Pasquale, L. R., Lin, S. C.
2015
Hypothyroidism and Glaucoma in The United States
PLOS ONE 2015
Kakigi, C., Kasuga, T., Wang, S. Y., Singh, K., Hiratsuka, Y., Murakami, A., Lin, S. C.
View details for Web of Science ID 000358838400049
Self-reported Calcium Supplementation and Age-Related Macular Degeneration
JAMA OPHTHALMOLOGY 2015
Kakigi, C. L., Singh, K., Wang, S. Y., Enanoria, W. T., Lin, S. C.
View details for Web of Science ID 000357823100021
2014
The Impact of Central Corneal Thickness on the Risk for Glaucoma in a Large Multiethnic Population
JOURNAL OF GLAUCOMA 2014
Wang, S. Y., Melles, R., Lin, S. C.
View details for Web of Science ID 000345865000005
Association Between Serum Ferritin and Glaucoma in the South Korean Population
JAMA OPHTHALMOLOGY 2014
Lin, S., Wang, S. Y., Yoo, C., Singh, K., Lin, S. C.
Racial Disparities in Uncorrected and Undercorrected Refractive Error in the United States
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE 2014
Qiu, M., Wang, S. Y., Singh, K., Lin, S. C.
View details for Web of Science ID 000344730500049
Intraocular pressure reduction after cataract extraction in normal eyes: Influence of ethnicity and anterior segment parameters - response
CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY 2014
Lee, R. Y., Kasuga, T., Cui, Q. N., Huang, G., Wang, S. Y., Lin, S. C.
View details for Web of Science ID 000339952400022
Age-related macular degeneration and protective effect of HMG Co-A reductase inhibitors (statins): results from the National Health and Nutrition Examination Survey 2005-2008
EYE 2014
Barbosa, D. T., Mendes, T. S., Cintron-Colon, H. R., Wang, S. Y., Bhisitkul, R. B., Singh, K., Lin, S. C.
View details for Web of Science ID 000334360000016
Association between Visual Field Defects and Quality of Life in the United States.
Ophthalmology 2014
Qiu, M., Wang, S. Y., Singh, K., Lin, S. C.
2013
Glaucoma Prevalence and the Intake of Iron and Calcium in a Population-based Study
CURRENT EYE RESEARCH 2013
Wang, S. Y., Singh, K., Lin, S. C.
View details for Web of Science ID 000323719500006
Ethnic differences in intraocular pressure reduction and changes in anterior segment biometric parameters following cataract surgery by phacoemulsification
CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY 2013
Lee, R. Y., Kasuga, T., Cui, Q. N., Huang, G., Wang, S. Y., Lin, S. C.
View details for Web of Science ID 000320928600004
Glaucoma and vitamins A, C, and E supplement intake and serum levels in a population-based sample of the United States
EYE 2013
Wang, S. Y., Singh, K., Lin, S. C.
View details for Web of Science ID 000317594000005
Association between Myopia and Glaucoma in the United States Population
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE 2013
Qiu, M., Wang, S. Y., Singh, K., Lin, S. C.
View details for Web of Science ID 000314338400109
2012
Prevalence and Predictors of Depression Among Participants With Glaucoma in a Nationally Representative Population Sample
AMERICAN JOURNAL OF OPHTHALMOLOGY 2012
Wang, S. Y., Singh, K., Lin, S. C.
View details for Web of Science ID 000308115600005
The Association between Glaucoma Prevalence and Supplementation with the Oxidants Calcium and Iron
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE 2012
Wang, S. Y., Singh, K., Lin, S. C.
View details for Web of Science ID 000302788600024
2011
Asian Americans and Obesity in California: A Protective Effect of Biculturalism
JOURNAL OF IMMIGRANT AND MINORITY HEALTH 2011
Wang, S., Quan, J., Kanaya, A. M., Fernandez, A.
View details for Web of Science ID 000288256800012
2008
Rapid deletional peripheral CD8 T cell tolerance induced by allogeneic bone marrow: Role of donor class II MHC and B cells
JOURNAL OF IMMUNOLOGY 2008
Fehr, T., Wang, S., Haspot, F., Kurtz, J., Blaha, P., Hogan, T., Chittenden, M., Wekerle, T., Sykes, M.
View details for Web of Science ID 000259250400076
2005
Protection against lethal Aspergillus fumigatus infection in mice by allogeneic myeloid progenitors is not major histocompatibility complex restricted
45th Annual Meeting and Exhibition of the American-Society-of-Hematology 2005
Arber, C., Bitmansour, A., Shashidhar, S., Wang, S., Tseng, B., Brown, J. M.
View details for Web of Science ID 000232333000022