Publications

1. Gandhi M, Daskivich LP, Ogunyemi OI. DRRisk: A Web-based tool to Assess the Risk of Diabetic Retinopathy through Machine Learning on Electronic Health Records.. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2023.
2. Ogunyemi OI, Gandhi M, Lee M, Teklehaimanot S, Daskivich LP, Hindman D, Lopez K, Taira RK. Detecting diabetic retinopathy through machine learning on electronic health record data from an urban, safety net healthcare system.. JAMIA open, 2021.
3. Cheng Y, Mohanty AF, Ogunyemi OI, Smith CA, Leroy G, Zeng QT. 2018 Salary Survey of AMIA Members: Factors Associated with Higher Salaries.. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2020.
4. Ogunyemi OI, Gandhi M, Tayek C. Predictive Models for Diabetic Retinopathy from Non-Image Teleretinal Screening Data.. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science, 2019.
5. George SM, Hayes EM, Fish A, Daskivich LP, Ogunyemi OI. Understanding the Knowledge Gap Experienced by U.S. Safety Net Patients in Teleretinal Screening.. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2017.
6. Ogunyemi O, Kermah D. Machine Learning Approaches for Detecting Diabetic Retinopathy from Clinical and Public Health Records.. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2015.
7. Ogunyemi O, George S, Patty L, Teklehaimanot S, Baker R. Teleretinal screening for diabetic retinopathy in six Los Angeles urban safety-net clinics: final study results.. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2013.
8. Ogunyemi OI, Meeker D, Kim HE, Ashish N, Farzaneh S, Boxwala A. Identifying appropriate reference data models for comparative effectiveness research (CER) studies based on data from clinical information systems.. Medical care, 2013.
9. Ogunyemi O, Moran E, Patty Daskivich L, George S, Teklehaimanot S, Ilapakurthi R, Lopez K, Norris K. Autonomy versus automation: perceptions of nonmydriatic camera choice for teleretinal screening in an urban safety net clinic.. Telemedicine journal and e-health : the official journal of the American Telemedicine Association, 2013.
10. Ogunyemi O, Teklehaimanot S, Patty L, Moran E, George S. Evaluating predictive modeling's potential to improve teleretinal screening participation in urban safety net clinics.. Studies in health technology and informatics, 2013.
11. Ogunyemi O, Terrien E, Eccles A, Patty L, George S, Fish A, Teklehaimanot S, Ilapakurthi R, Aimiuwu O, Baker R. Teleretinal screening for diabetic retinopathy in six Los Angeles urban safety-net clinics: initial findings.. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2011.
12. Fish A, George S, Terrien E, Eccles A, Baker R, Ogunyemi O. Workflow concerns and workarounds of readers in an urban safety net teleretinal screening study.. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2011.
13. Martins D, Ani C, Pan D, Ogunyemi O, Norris K. Renal dysfunction, metabolic syndrome and cardiovascular disease mortality.. Journal of nutrition and metabolism, 2010.
14. Ogunyemi O, Mukherjee S, Ani C, Hindman D, George S, Ilapakurthi R, Verma M, Dayrit M. CEDRIC: a computerized chronic disease management system for urban, safety net clinics.. Studies in health technology and informatics, 2010.
15. Ahmed BA, Matheny ME, Rice PL, Clarke JR, Ogunyemi OI. A comparison of methods for assessing penetrating trauma on retrospective multi-center data.. Journal of biomedical informatics, 2008.
16. Chun J, Schnabel F, Ogunyemi O. Assessing a Bayesian risk prediction model in a high-risk breast cancer population.. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2007.
17. Ogunyemi O. Methods for reasoning from geometry about anatomic structures injured by penetrating trauma.. Journal of biomedical informatics, 2005.
18. Matheny ME, Ogunyemi OI, Rice PL, Clarke JR. Evaluating the discriminatory power of a computer-based system for assessing penetrating trauma on retrospective multi-center data.. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2005.
19. Wang D, Peleg M, Tu SW, Boxwala AA, Ogunyemi O, Zeng Q, Greenes RA, Patel VL, Shortliffe EH. Design and implementation of the GLIF3 guideline execution engine.. Journal of biomedical informatics, 2004.
20. Boxwala AA, Peleg M, Tu S, Ogunyemi O, Zeng QT, Wang D, Patel VL, Greenes RA, Shortliffe EH. GLIF3: a representation format for sharable computer-interpretable clinical practice guidelines.. Journal of biomedical informatics, 2004.
21. Sordo M, Boxwala AA, Ogunyemi O, Greenes RA. Description and status update on GELLO: a proposed standardized object-oriented expression language for clinical decision support.. Studies in health technology and informatics, 2004.
22. Peleg M, Boxwala AA, Tu S, Zeng Q, Ogunyemi O, Wang D, Patel VL, Greenes RA, Shortliffe EH. The InterMed approach to sharable computer-interpretable guidelines: a review.. Journal of the American Medical Informatics Association : JAMIA, 2003.
23. Sordo M, Ogunyemi O, Boxwala AA, Greenes RA. GELLO: an object-oriented query and expression language for clinical decision support.. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2003.
24. Ogunyemi OI, Clarke JR, Ash N, Webber BL. Combining geometric and probabilistic reasoning for computer-based penetrating-trauma assessment.. Journal of the American Medical Informatics Association : JAMIA, 2002.