Pharmacovigilance

Application of a Language Model Tool for COVID-19 Vaccine Adverse Event Monitoring Using Web and Social Media Content: Algorithm Development and Validation Study

Chathuri Daluwatte, Alena Khromava, Yuning Chen, Laurence Serradell, Anne-Laure Chabanon, Anthony Chan-Ou-Teung, Cliona Molony, Juhaeri Juhaeri

JMIR Infodemiology 2024 (Dec 20); 4:e53424

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Effect of a Feedback Visit and a Clinical Decision Support System Based on Antibiotic Prescription Audit in Primary Care: Multiarm Cluster-Randomized Controlled Trial

Pauline Jeanmougin, Stéphanie Larramendy, Jean-Pascal Fournier, Aurélie Gaultier, Cédric Rat

J Med Internet Res 2024 (Dec 18); 26:e60535

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Reviewing the Evidence Base for Topical Steroid Withdrawal Syndrome in the Research Literature and Social Media Platforms: An Evidence Gap Map

Noreen Orr, Morwenna Rogers, Abigail Stein, Jo Thompson Coon, Kenneth Stein

J Med Internet Res 2024 (Dec 06); 26:e57687

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A Prediction Model to Identify Clinically Relevant Medication Discrepancies at the Emergency Department (MED-REC Predictor): Development and Validation Study

Greet Van De Sijpe, Matthias Gijsen, Lorenz Van der Linden, Stephanie Strouven, Eline Simons, Emily Martens, Nele Persan, Veerle Grootaert, Veerle Foulon, Minne Casteels, Sandra Verelst, Peter Vanbrabant, Sabrina De Winter, Isabel Spriet

J Med Internet Res 2024 (Nov 27); 26:e55185

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Bidirectional Long Short-Term Memory–Based Detection of Adverse Drug Reaction Posts Using Korean Social Networking Services Data: Deep Learning Approaches

Chung-Chun Lee, Seunghee Lee, Mi-Hwa Song, Jong-Yeup Kim, Suehyun Lee

JMIR Med Inform 2024 (Nov 20); 12:e45289

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System-Wide, Electronic Health Record–Based Medication Alerts for Appropriate Prescribing of Direct Oral Anticoagulants: Pilot Randomized Controlled Trial

Shawna N Smith, Michael S M Lanham, F Jacob Seagull, Morris Fabbri, Michael P Dorsch, Kathleen Jennings, Geoffrey Barnes

JMIR Form Res 2024 (Nov 08); 8:e64674

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Prescribing Trends and Associated Outcomes of Antiepileptic Drugs and Other Psychotropic Medications in US Nursing Homes: Proposal for a Mixed Methods Investigation

Jonathan D Winter, J William Kerns, Nicole Brandt, Linda Wastila, Danya Qato, Roy T Sabo, Stephen Petterson, YoonKyung Chung, Sarah Reves, Christopher Winter, Katherine M Winter, Eposi Elonge, Craig Ewasiuk, Yu-Hua Fu, Adam Funk, Alex Krist, Rebecca Etz

JMIR Res Protoc 2024 (Sep 19); 13:e64446

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Design and Implementation of an Opioid Scorecard for Hospital System–Wide Peer Comparison of Opioid Prescribing Habits: Observational Study

Benjamin Heritier Slovis, Soonyip Huang, Melanie McArthur, Cara Martino, Tasia Beers, Meghan Labella, Jeffrey M Riggio, Edmund deAzevedo Pribitkin

JMIR Hum Factors 2024 (Sep 09); 11:e44662

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Estimating Adverse Events Associated With Herbal Medicines Using Pharmacovigilance Databases: Systematic Review and Meta-Analysis

Chuenjid Kongkaew, Dang Thuc Anh Phan, Prathan Janusorn, Pajaree Mongkhon

JMIR Public Health Surveill 2024 (Aug 29); 10:e63808

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Digital Epidemiology of Prescription Drug References on X (Formerly Twitter): Neural Network Topic Modeling and Sentiment Analysis

Varun K Rao, Danny Valdez, Rasika Muralidharan, Jon Agley, Kate S Eddens, Aravind Dendukuri, Vandana Panth, Maria A Parker

J Med Internet Res 2024 (Aug 23); 26:e57885

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Identifying Medicine Shortages With the Twitter Social Network: Retrospective Observational Study

Doerine J Postma, Magali L A Heijkoop, Peter A G M De Smet, Kim Notenboom, Hubert G M Leufkens, Aukje K Mantel-Teeuwisse

J Med Internet Res 2024 (Aug 06); 26:e51317

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Deprescribing as a Way to Reduce Inappropriate Use of Drugs for Overactive Bladder in Primary Care (DROP): Protocol for a Cluster Randomized Controlled Trial With an Embedded Explanatory Sequential Mixed Methods Study

Ann Lykkegaard Soerensen, Marie Haase Juhl, Marlene Lunddal Krogh, Mette Grønkjær, Jette Kolding Kristensen, Anne Estrup Olesen

JMIR Res Protoc 2024 (Jul 23); 13:e56277

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AI as a Medical Device Adverse Event Reporting in Regulatory Databases: Protocol for a Systematic Review

Aditya U Kale, Riya Dattani, Ashley Tabansi, Henry David Jeffry Hogg, Russell Pearson, Ben Glocker, Su Golder, Justin Waring, Xiaoxuan Liu, David J Moore, Alastair K Denniston

JMIR Res Protoc 2024 (Jul 11); 13:e48156

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Effect of a Smartphone App (S-Check) on Actual and Intended Help-Seeking and Motivation to Change Methamphetamine Use Among Adult Consumers of Methamphetamine in Australia: Randomized Waitlist-Controlled Trial

Krista J Siefried, Florence Bascombe, Brendan Clifford, Zhixin Liu, Peter Middleton, Frances Kay-Lambkin, Jack Freestone, Daniel Herman, Michael Millard, Maureen Steele, Liam Acheson, Carl Moller, Nicky Bath, Nadine Ezard

JMIR Mhealth Uhealth 2024 (Jul 03); 12:e55663

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Barriers to, and Facilitators of, Checking Drugs for Adulterants in the Era of Fentanyl and Xylazine: Qualitative Study

Ian David Aronson, Mary-Andrée Ardouin-Guerrier, Juan Esteban Baus, Alex S Bennett

JMIR Form Res 2024 (Jul 03); 8:e56755

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Antibiotic Prescribing by Digital Health Care Providers as Compared to Traditional Primary Health Care Providers: Cohort Study Using Register Data

Andy Wallman, Kurt Svärdsudd, Kent Bobits, Thorne Wallman

J Med Internet Res 2024 (Jun 26); 26:e55228

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Drug-Resistant Tuberculosis Case-Finding Strategies: Scoping Review

Susanna S van Wyk, Marriott Nliwasa, Fang-Wen Lu, Chih-Chan Lan, James A Seddon, Graeme Hoddinott, Lario Viljoen, Gunar Günther, Nunurai Ruswa, N Sarita Shah, Mareli Claassens

JMIR Public Health Surveill 2024 (Jun 26); 10:e46137

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Monitoring Adverse Drug Events in Web Forums: Evaluation of a Pipeline and Use Case Study

Pierre Karapetiantz, Bissan Audeh, Akram Redjdal, Théophile Tiffet, Cédric Bousquet, Marie-Christine Jaulent

J Med Internet Res 2024 (Jun 18); 26:e46176

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Development of a Real-Time Dashboard for Overdose Touchpoints: User-Centered Design Approach

Amey Salvi, Logan A Gillenwater, Brandon P Cockrum, Sarah E Wiehe, Kaitlyn Christian, John Cayton, Timothy Bailey, Katherine Schwartz, Allyson L Dir, Bradley Ray, Matthew C Aalsma, Khairi Reda

JMIR Hum Factors 2024 (Jun 11); 11:e57239

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Trust but Verify: Lessons Learned for the Application of AI to Case-Based Clinical Decision-Making From Postmarketing Drug Safety Assessment at the US Food and Drug Administration

Robert Ball, Andrew H Talal, Oanh Dang, Monica Muñoz, Marianthi Markatou

J Med Internet Res 2024 (Jun 06); 26:e50274

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