| Differential Privacy-enabled Federated Learning for Sensitive Health Data O Choudhury, A Gkoulalas-Divanis, T Salonidis, I Sylla, Y Park, G Hsu, ... arXiv preprint arXiv:1910.02578, 2019 | 219 | 2019 |
| Transforming Diabetes Care Through Artificial Intelligence: The Future Is Here I Dankwa-Mullan, M Rivo, M Sepulveda, Y Park, J Snowdon, K Rhee Population Health Management, 2018 | 178 | 2018 |
| Evaluating artificial intelligence in medicine: phases of clinical research Y Park, GP Jackson, MA Foreman, D Gruen, J Hu, AK Das JAMIA Open 3 (3), 326-331, 2020 | 95 | 2020 |
| Monitoring data sharing and privacy policy compliance Y Park, I Sylla, P Karampourniotis, O Choudhury, DM Gruen, A Das US Patent App. 16/571,303, 2021 | 90 | 2021 |
| Continuation of Atypical Antipsychotic Medication During Early Pregnancy and the Risk of Gestational Diabetes Y Park, S Hernandez-Diaz, BT Bateman, JM Cohen, RJ Desai, E Patorno, ... American Journal of Psychiatry 175 (6), 564-574, 2018 | 89 | 2018 |
| Predicting Adverse Drug Reactions on Distributed Health Data using Federated Learning O Choudhury, Y Park, T Salonidis, A Gkoulalas-Divanis, I Sylla AMIA Annual Symposium Proceedings 2019, 313, 2019 | 85 | 2019 |
| Risk of serious infections associated with use of immunosuppressive agents in pregnant women with autoimmune inflammatory conditions: cohort study RJ Desai, BT Bateman, KF Huybrechts, E Patorno, S Hernandez-Diaz, ... BMJ 356, j895, 2017 | 75 | 2017 |
| Comparison of Methods to Reduce Bias From Clinical Prediction Models of Postpartum Depression Y Park, J Hu, M Singh, I Sylla, I Dankwa-Mullan, E Koski, AK Das JAMA Network Open 4 (4), e213909-e213909, 2021 | 61 | 2021 |
| Placental Complications Associated With Psychostimulant Use in Pregnancy JM Cohen, S Hernández-Díaz, BT Bateman, Y Park, RJ Desai, KJ Gray, ... Obstetrics & Gynecology 130 (6), 1192-1201, 2017 | 60 | 2017 |
| Antipsychotic Medication Use Among Publicly Insured Pregnant Women in the United States Y Park, KF Huybrechts, JM Cohen, BT Bateman, RJ Desai, E Patorno, ... Psychiatric Services 68 (11), 1112-1119, 2017 | 58 | 2017 |
| Anonymizing Data for Privacy-Preserving Federated Learning O Choudhury, A Gkoulalas-Divanis, T Salonidis, I Sylla, Y Park, G Hsu, ... arXiv preprint arXiv:2002.09096, 2020 | 54 | 2020 |
| Use of haloperidol versus atypical antipsychotics and risk of in-hospital death in patients with acute myocardial infarction: cohort study Y Park, BT Bateman, DH Kim, S Hernandez-Diaz, E Patorno, RJ Glynn, ... BMJ 360, k1218, 2018 | 29 | 2018 |
| Antipsychotics and mortality: adjusting for mortality risk scores to address confounding by terminal illness Y Park, JM Franklin, S Schneeweiss, R Levin, S Crystal, T Gerhard, ... Journal of the American Geriatrics Society 63 (3), 516-523, 2015 | 26 | 2015 |
| Antipsychotics and Mortality: Adjusting for Mortality Risk Scores to Address Confounding by Terminal Illness Y Park, J Franklin, S Schneeweiss, R Levin, S Crystal, T Gerhard, ... PHARMACOEPIDEMIOLOGY AND DRUG SAFETY 23, 7-8, 2014 | 26 | 2014 |
| Prescription fill rates for acute and chronic medications in claims-EMR linked data Y Park, H Yang, AK Das, G Yuen-Reed Medicine 97 (44), 2018 | 19 | 2018 |
| A Syntactic Approach for Privacy-Preserving Federated Learning O Choudhury, A Gkoulalas-Divanis, T Salonidis, I Sylla, Y Park, G Hsu, ... ECAI 2020, 1762-1769, 2020 | 15 | 2020 |
| Suppression of Substance Abuse Claims in Medicaid Data and Rates of Diagnoses for Non–Substance Abuse Conditions K Rough, BT Bateman, E Patorno, RJ Desai, Y Park, S Hernandez-Diaz, ... JAMA 315 (11), 1164-1166, 2016 | 15 | 2016 |
| Differential privacy-enabled federated learning for sensitive health data. arXiv 2019 O Choudhury, A Gkoulalas-Divanis, T Salonidis, I Sylla, Y Park, G Hsu, ... arXiv preprint arXiv:1910.02578, 0 | 14 | |
| System for creating a virtual clinical trial from electronic medical records U Kartoun, P Zhang, Y Park, K Ng, F Lu, MJ Lascaleia, F Campion US Patent App. 16/405,025, 2020 | 12 | 2020 |
| Adverse Events Associated with Antipsychotic Use in Hospitalized Older Adults After Cardiac Surgery DH Kim, KF Huybrechts, E Patorno, ER Marcantonio, Y Park, R Levin, ... Journal of the American Geriatrics Society 65 (6), 1229-1237, 2017 | 12 | 2017 |
