Feature engineering and machine learning for causality assessment in pharmacovigilance: Lessons learned from application to the FDA Adverse Event Reporting System
Kreimeyer, Kory, Dang, Oanh, Spiker, Jonathan, Muñoz, Monica A., Rosner, Gary, Ball, Robert, Botsis, Taxiarchis
Published in Computers in biology and medicine (01.08.2021)
Published in Computers in biology and medicine (01.08.2021)
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Journal Article
Characterization of Pediatric Reports in the US Food and Drug Administration Adverse Event Reporting System from 2010–2020: A Cross-Sectional Study
Phan, Michael, Cheng, Carmen, Dang, Vivian, Wu, Eileen, Muñoz, Monica A.
Published in Therapeutic innovation & regulatory science (01.09.2023)
Published in Therapeutic innovation & regulatory science (01.09.2023)
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Journal Article
Towards Automating Adverse Event Review: A Prediction Model for Case Report Utility
Muñoz, Monica A., Dal Pan, Gerald J., Wei, Yu-Jung Jenny, Delcher, Chris, Xiao, Hong, Kortepeter, Cindy M., Winterstein, Almut G.
Published in Drug safety (01.04.2020)
Published in Drug safety (01.04.2020)
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Journal Article
Liver injury associated with dimethyl fumarate in multiple sclerosis patients
Muñoz, Monica A, Kulick, Corrinne G, Kortepeter, Cindy M, Levin, Robert L, Avigan, Mark I
Published in Multiple sclerosis (01.12.2017)
Published in Multiple sclerosis (01.12.2017)
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Journal Article
Predicting medication-associated altered mental status in hospitalized patients: Development and validation of a risk model
Muñoz, Monica A, Jeon, Nakyung, Staley, Benjamin, Henriksen, Carl, Xu, Dandan, Weberpals, Janick, Winterstein, Almut G
Published in American journal of health-system pharmacy (18.06.2019)
Published in American journal of health-system pharmacy (18.06.2019)
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Journal Article
Impact of a New Consumer Form on the Quantity and Quality of Adverse Event Reports Submitted to the United States Food and Drug Administration
Muñoz, Monica A, Delcher, Chris, Dal Pan, Gerald J, Kortepeter, Cindy M, Wu, Eileen, Wei, Yu-Jung Jenny, Xiao, Hong, Winterstein, Almut G
Published in Pharmacotherapy (01.11.2019)
Published in Pharmacotherapy (01.11.2019)
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Journal Article
Leveraging Case Narratives to Enhance Patient Age Ascertainment from Adverse Event Reports
Pham, Phuong, Cheng, Carmen, Wu, Eileen, Kim, Ivone, Zhang, Rongmei, Ma, Yong, Kortepeter, Cindy M., Muñoz, Monica A.
Published in Pharmaceutical medicine (01.09.2021)
Published in Pharmaceutical medicine (01.09.2021)
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Journal Article
Data Mining of the US FDA’s Adverse Events Reporting System Database to Evaluate Drug–Drug Interactions Associated with Statin-Induced Rhabdomyolysis
Muñoz, Monica A., Tonning, Joseph M., Brinker, Allen D., Delaney, Joseph A. C., Gatti, Jasmine C., Avigan, Mark
Published in Pharmaceutical medicine (01.12.2016)
Published in Pharmaceutical medicine (01.12.2016)
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Journal Article
Pravastatin Versus Simvastatin for Prevention of Contrast-Induced Nephropathy
Muñoz, Monica A., Maxwell, Pamela R., Green, Kay, Hughes, Darrel W., Talbert, Robert L.
Published in Journal of Cardiovascular Pharmacology and Therapeutics (01.09.2011)
Published in Journal of Cardiovascular Pharmacology and Therapeutics (01.09.2011)
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Book Review
Journal Article
Comparative effectiveness of fish oil versus fenofibrate, gemfibrozil, and atorvastatin on lowering triglyceride levels among HIV-infected patients in routine clinical care
Muñoz, Monica A, Liu, Wei, Delaney, Joseph A C, Brown, Elizabeth, Mugavero, Michael J, Mathews, W Chris, Napravnik, Sonia, Willig, James H, Eron, Joseph J, Hunt, Peter W, Kahn, James O, Saag, Michael S, Kitahata, Mari M, Crane, Heidi M
Published in Journal of acquired immune deficiency syndromes (1999) (01.11.2013)
Published in Journal of acquired immune deficiency syndromes (1999) (01.11.2013)
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Journal Article
An Evaluation of “Drug Ineffective” Postmarketing Reports in Drug Safety Surveillance
Misu, Takashi, Kortepeter, Cindy M., Muñoz, Monica A., Wu, Eileen, Dal Pan, Gerald J.
Published in Drugs - real world outcomes (01.06.2018)
Published in Drugs - real world outcomes (01.06.2018)
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Journal Article
Food and Drug Administration Beyond the 2001 Government Accountability Office Report: Promoting Drug Safety for Women
Jenkins, Marjorie R, Munoz, Monica A, Bak, Daniel, Chai, Grace, Ready, Travis, South, Erin M, Zinn, Rebekah L, Zusterzeel, Robbert, Woodcock, Janet
Published in Journal of women's health (Larchmont, N.Y. 2002) (01.07.2021)
Published in Journal of women's health (Larchmont, N.Y. 2002) (01.07.2021)
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Journal Article
Complementary Use of U.S. FDA's Adverse Event Reporting System and Sentinel System to Characterize Direct Oral Anticoagulants-Associated Cutaneous Small Vessel Vasculitis
Mohamoud, Mohamed, Horgan, Casie, Eworuke, Efe, Dee, Elizabeth, Bohn, Justin, Shapira, Oren, Munoz, Monica A, Stojanovic, Danijela, Sansing-Foster, Veronica, Ajao, Adebola, La Grenade, Lois
Published in Pharmacotherapy (01.11.2020)
Published in Pharmacotherapy (01.11.2020)
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Journal Article
Evaluation of a natural language processing tool for extracting gender, weight, ethnicity, and race in the US food and drug administration adverse event reporting system
Dang, Vivian, Wu, Eileen, Kortepeter, Cindy M., Phan, Michael, Zhang, Rongmei, Ma, Yong, Muñoz, Monica A.
Published in Frontiers in Drug Safety and Regulation (14.11.2022)
Published in Frontiers in Drug Safety and Regulation (14.11.2022)
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Journal Article