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J

José J. Hernández‐Muñoz

us food and drug administration

11H-index
65Paper Count
502Citation Count
Published Papers 21
Publication Date
Statistical Methods to Harmonize Electronic Health Record Data Across Healthcare Systems: Case Study and Lessons Learned
err2026-03-02
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errXu Shi; Yuqi Zhai; Xianshi Yu; Xiaoou Li; Brian L Hazlehurst; Denis B Nyongesa; Daniel S Sapp; Brian D Williamson; David S Carrell; Luesa Healy; Kara L Cushing-Haugen; Jenna Wong; Shirley V Wang; James S Floyd; Kathleen Shattuck; Samuel McGown; Sarah Alam; José J Hernández-Muñoz; Jie Li; Yong Ma; Danijela Stojanovic; Sudha R Raman; Sharon E Davis; Tianxi Cai; Jennifer C Nelson; Patrick J Heagerty; null
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Strengthening inferential studies in the FDA Sentinel initiative: results from a methodological demonstration project
err2025-12-15
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errRishi J. Desai; Janick Weberpals; Haritha Pillai; Adebola Ajao; Mukund Desibhatla; Rebecca Hawrusik; José J. Hernández-Muñoz; Chanelle Jones; Jamal T. Jones; Joyce Lii; Jie Li; Jennifer G. Lyons; Ryan Schoeplein; Fatma M. Shebl; Sengwee Toh; Elisabetta Patorno; Sebastian Schneeweiss
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Augmenting fact and date of death in electronic health records using internet media sources: a validation study from two large healthcare systems
err2025-12-01
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errLeNoue-Newton, Michele; Al-Garadi, Mohammed; Ngan, Kerry; Pillai, Haritha; Reeves, Ruth M.; Park, Daniel; Westerman, Dax M.; Hernandez-Munoz, Jose J.; Wang, Xi; Kuzucan, Aida; Wang, Shirley, V; Lin, Kueiyu Joshua; Fuller, Candace C.; McPheeters, Melissa; Matheny, Michael E.; Desai, Rishi J.
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Adverse outcomes among pregnant women with COVID-19 according to hospitalization status: A prospective individual participant data meta-analysis in Europe and North America
err2025-12-01
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errDe Bruin, Odette; Maisonneuve, Emeline; Hurley, Eimir; Nordeng, Hedvig M. E.; Berard, Anick; Sheehy, Odile; Kaul, Padma; Shinde, Mayura U.; Cosgrove, Austin; Lyons, Jennifer G.; Messenger-jones, Elizabeth; Kempner, Maria E.; Toh, Sengwee; Hua, Wei; Hernandez-Munoz, Jose J.; Sahin, Leyla; Cesta, Carolyn E.; Hagg, David; Gini, Rosa; Paoletti, Olga; Poblador-Plou, Beatriz; Jordan, Sue; Rodriguez-Bernal, Clara L.; Sanchez-Saez, Francisco; Lassalle, Regis; Bernard, Marie-Agnes; Ahmadizar, Fariba; Favre, Guillaume; Panchaud, Alice; Bloemenkamp, Kitty W. M.; Plueschke, Kelly; De Vries, Corinne; Siiskonen, Satu J.; Sturkenboom, Miriam C. J. M.
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Electronic health record-enhanced signal detection using tree-based scan statistic methods
err2025-10-01
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PREAI
errRusso, Massimiliano; Sreedhara, Sushama Kattinakere; Smith, Joshua; Davis, Sharon E.; Maro, Judith C.; Deramus, Thomas; Lii, Joyce; Yang, Jie; Desai, Rishi J.; Hernandez-Munoz, Jose J.; Ma, Yong; Wang, Youjin; Jones, Jamal T.; Wang, Shirley, V
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High-dimensional multiple imputation for partially observed confounders including natural language processing-derived auxiliary covariates
err2025-10-01
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PREAI
errWeberpals, Janick; Shaw, Pamela A.; Lin, Kueiyu Joshua; Wyss, Richard; Plasek, Joseph M.; Zhou, Li; Ngan, Kerry; Deramus, Thomas; Raman, Sudha R.; Hammill, Bradley G.; Lee, Hana; Toh, Sengwee; Connolly, John G.; Dandreo, Kimberly J.; Tian, Fang; Liu, Wei; Li, Jie; Hernandez-Munoz, Jose J.; Schneeweiss, Sebastian; Desai, Rishi J.
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Capturing Pediatric Health and Medication Use in a US National Health Data Network
err2025-09-14
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PREAI
errMichnick, Ashley I.; Barrett, Kimberly; Brisbane, Gifty; McGown, Samuel; Nandyala, Sampada; Ojo, Emmanuel; Rasouli, Bahareh; Round, Katherine E.; Smith, Samantha; Maro, Judith C.; Hernandez-Munoz, Jose J.
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Cannabis-related healthcare encounters among U.S. commercially insured adults
err2025-06-12
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PREAI
errSilvia Perez-Vilar; Sruthi Adimadhyam; Jillian Burk; Rose Radin; Eric N Fung; Viola Spahiu; Gifty Brisbane; Fatma M. Shebl; Christina Greene; Meredith Epperson; José J Hernández-Muñoz; Mayura Shinde; David J Graham
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Assessing the harmonization of structured electronic health record data to reference terminologies and data completeness through data provenance
err2024-10-21
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errKeith Marsolo; Lesley Curtis; Laura Qualls; Jennifer Xu; Yinghong Zhang; Thomas Phillips; C. Larry Hill; Gretchen Sanders; Judith C. Maro; Daniel Kiernan; Christine Draper; Kevin Coughlin; Sarah K. Dutcher; José J. Hernández-Muñoz; Monique Falconer
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Analyzing missingness patterns in real-world data using the SMDI toolkit: application to a linked EHR-claims pharmacoepidemiology study
err2024-10-19
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errRaman, Sudha R.; Hammill, Bradley G.; Shaw, Pamela A.; Lee, Hana; Toh, Sengwee; Connolly, John G.; Dandreo, Kimberly J.; Nalawade, Vinit; Tian, Fang; Liu, Wei; Li, Jie; Hernandez-Munoz, Jose J.; Glynn, Robert J.; Desai, Rishi J.; Weberpals, Janick
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Use of the Sentinel System to Examine Medical Product Use and Outcomes During Pregnancy
err2024-06-28
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PREAI
errLyons, Jennifer G.; Shinde, Mayura U.; Maro, Judith C.; Petrone, Andrew; Cosgrove, Austin; Kempner, Maria E.; Andrade, Susan E.; Mwidau, Jamila; Stojanovic, Danijela; Hernandez-Munoz, Jose J.; Toh, Sengwee
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Triple challenges-small sample size in both exposure and control groups to scan rare maternal outcomes in a signal identification approach: a simulation study
err2024-06-24
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PREAI
errThai, Thuy N.; Winterstein, Almut G.; Suarez, Elizabeth A.; He, Jiwei; Zhao, Yueqin; Zhang, Di; Stojanovic, Danijela; Liedtka, Jane; Anderson, Abby; Hernandez-Munoz, Jose J.; Munoz, Monica; Liu, Wei; Dashevsky, Inna; Messenger-Jones, Elizabeth; Siranosian, Elizabeth; Maro, Judith C.
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A Principled Approach to Characterize and Analyze Partially Observed Confounder Data from Electronic Health Records
err2024-05-01
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errWeberpals, Janick; Raman, Sudha R.; Shaw, Pamela A.; Lee, Hana; Russo, Massimiliano; Hammill, Bradley G.; Toh, Sengwee; Connolly, John G.; Dandreo, Kimberly J.; Tian, Fang; Liu, Wei; Li, Jie; Hernandez-Munoz, Jose J.; Glynn, Robert J.; Desai, Rishi J.
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Risk of Arterial and Venous Thrombotic Events Among Patients with COVID-19: A Multi-National Collaboration of Regulatory Agencies from Canada, Europe, and United States
err2024-02-01
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errLo Re III, Vincent; Cocoros, Noelle M.; Hubbard, Rebecca A.; Dutcher, Sarah K.; Newcomb, Craig W.; Connolly, John G.; Perez-Vilar, Silvia; Carbonari, Dena M.; Kempner, Maria E.; Hernandez-Munoz, Jose J.; Petrone, Andrew B.; Pishko, Allyson M.; Driscoll, Meighan E. Rogers; Brash, James; Burnett, Sean; Cohet, Catherine; Dahl, Matthew; Defor, Terese A.; Delmestri, Antonella; Djibo, Djeneba Audrey; Duarte-Salles, Talita; Harrington, Laura; Kampman, Melissa; Kuntz, Jennifer L.; Kurz, Xavier; Mercade-Besora, Nuria; Pawloski, Pamala A.; Rijnbeek, Peter R.; Seager, Sarah; Steiner, Claudia A.; Verhamme, Katia; Wu, Fangyun; Zhou, Yunping; Burn, Edward; Paterson, J. Michael; Prieto-Alhambra, Daniel
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Improving data capture of race and ethnicity for the Food and Drug Administration Sentinel database: a narrative review
err2023-10-01
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PREAI
errTer-Minassian, Monica; Dinucci, Anna J.; Barrie, Issmatu S.; Schoeplein, Ryan; Chakravarty, Aloka; Hernandez-Munoz, Jose J.
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Use of Electronic Health Record Data for Drug Safety Signal Identification: A Scoping Review
err2023-06-20
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PREAI
errDavis, Sharon E.; Zabotka, Luke; Desai, Rishi J.; Wang, Shirley, V; Maro, Judith C.; Coughlin, Kevin; Hernandez-Munoz, Jose J.; Stojanovic, Danijela; Shah, Nigam H.; Smith, Joshua C.
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Early Real-World Data to Assess Benefits and Risks of COVID-19 Vaccines: A Systematic Review of Methods
err2022-11-10
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errRibeiro, Tatiane B.; Roque, Fatima; Ida, Fidelia; Placido, Ana, I; Mai Vu; Hernandez-Munoz, Jose J.; Herdeiro, Maria Teresa
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TV Advertising, Corporate Power, and Latino Health Disparities
err2022-10-01
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PREAI
errDuPont-Reyes, Melissa J.; Hernandez-Munoz, Jose J.; Tang, Lu
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Impact of Fall Risk and Direct Oral Anticoagulant Treatment on Quality-Adjusted Life-Years in Older Adults with Atrial Fibrillation: A Markov Decision Analysis
err2021-07-08
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PREAI
errWei, Wenfei; Rasu, Rafia S.; Hernandez-Munoz, Jose J.; Flores, Renee J.; Rianon, Nahid J.; Hernandez-Vizcarrondo, Genesis A.; Brown, Adam T.
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