Pharmacovigilance

Automating Detection of Drug-Related Harms on Social Media: Machine Learning Framework

Andrew Fisher, Matthew Maclaren Young, Doris Payer, Karen Pacheco, Chad Dubeau, Vijay Mago

J Med Internet Res 2023 (Sep 19); 25:e43630

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The Role of Social Media for Identifying Adverse Drug Events Data in Pharmacovigilance: Protocol for a Scoping Review

Su Golder, Karen O'Connor, Yunwen Wang, Graciela Gonzalez Hernandez

JMIR Res Protoc 2023 (Aug 02); 12:e47068

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Results and Methodological Implications of the Digital Epidemiology of Prescription Drug References Among Twitter Users: Latent Dirichlet Allocation (LDA) Analyses

Maria A Parker, Danny Valdez, Varun K Rao, Katherine S Eddens, Jon Agley

J Med Internet Res 2023 (Jul 28); 25:e48405

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Safety and Efficacy of Long-Acting Injectable Agents for HIV-1: Systematic Review and Meta-Analysis

Wenjing Wang, Shengnan Zhao, Yaxin Wu, Wenshan Duan, Sibo Li, Zhen Li, Caiping Guo, Wen Wang, Tong Zhang, Hao Wu, Xiaojie Huang

JMIR Public Health Surveill 2023 (Jul 27); 9:e46767

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Artificial Intelligence–Enabled Software Prototype to Inform Opioid Pharmacovigilance From Electronic Health Records: Development and Usability Study

Alfred Sorbello, Syed Arefinul Haque, Rashedul Hasan, Richard Jermyn, Ahmad Hussein, Alex Vega, Krzysztof Zembrzuski, Anna Ripple, Mitra Ahadpour

JMIR AI 2023 (Jul 18); 2:e45000

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Critical Test of the Beneficial Consequences of Lifting the Ban on Direct-to-Consumer Advertising for Prescription Drugs in Italy: Experimental Exposure and Questionnaire Study

Peter Johannes Schulz, Francesca Crosignani, Serena Petrocchi

J Med Internet Res 2023 (Jul 17); 25:e40616

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Safety Signal Generation for Sudden Sensorineural Hearing Loss Following Messenger RNA COVID-19 Vaccination: Postmarketing Surveillance Using the French Pharmacovigilance Spontaneous Reporting Database

Hung Thai-Van, Marie-Blanche Valnet-Rabier, Maëva Anciaux, Aude Lambert, Anaïs Maurier, Judith Cottin, Tessa Pietri, Alexandre Destère, Marlène Damin-Pernik, Fanny Perrouin, Haleh Bagheri

JMIR Public Health Surveill 2023 (Jul 14); 9:e45263

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Correlation Between Opioid Drug Prescription and Opioid-Related Mortality in Spain as a Surveillance Tool: Ecological Study

Alejandro Salazar, Soledad Moreno-Pulido, Pablo Prego-Meleiro, Jesús Henares-Montiel, José Pulido, Marta Donat, Gabriel Sotres-Fernandez, Luis Sordo

JMIR Public Health Surveill 2023 (Jun 28); 9:e43776

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Enhancing Evidence-Based Pharmacy by Comparing the Quality of Web-Based Information Sources to the EVInews Database: Randomized Controlled Trial With German Community Pharmacists

Jennifer Maria Alexa, Matthias Richter, Thilo Bertsche

J Med Internet Res 2023 (Jun 21); 25:e45582

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Using Natural Language Processing to Predict Fatal Drug Overdose From Autopsy Narrative Text: Algorithm Development and Validation Study

Leigh Anne Tang, Jessica Korona-Bailey, Dimitrios Zaras, Allison Roberts, Sutapa Mukhopadhyay, Stephen Espy, Colin G Walsh

JMIR Public Health Surveill 2023 (May 19); 9:e45246

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Comparing the Use of a Mobile App and a Web-Based Notification Platform for Surveillance of Adverse Events Following Influenza Immunization: Randomized Controlled Trial

A Brianne Bota, Julie A Bettinger, Shirley Sarfo-Mensah, Jimmy Lopez, David P Smith, Katherine M Atkinson, Cameron Bell, Kim Marty, Mohamed Serhan, David T Zhu, Anne E McCarthy, Kumanan Wilson

JMIR Public Health Surveill 2023 (May 08); 9:e39700

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Transferability Based on Drug Structure Similarity in the Automatic Classification of Noncompliant Drug Use on Social Media: Natural Language Processing Approach

Tomohiro Nishiyama, Shuntaro Yada, Shoko Wakamiya, Satoko Hori, Eiji Aramaki

J Med Internet Res 2023 (May 03); 25:e44870

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The Pharmacoeconomic Impact of Pharmaceutical Care in the Hospital: Protocol for an Overview of Systematic Reviews

Fábio Jorge Ramalho de Amorim, Fernanda Valença-Feitosa, Marcos Cardoso Rios, Carlos Adriano Santos Souza, Izadora Menezes da Cunha Barros, Alfredo Dias de Oliveira-Filho, Divaldo Pereira de Lyra-Júnior

JMIR Res Protoc 2023 (Apr 21); 12:e35865

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Supervised Relation Extraction Between Suicide-Related Entities and Drugs: Development and Usability Study of an Annotated PubMed Corpus

Karina Karapetian, Soo Min Jeon, Jin-Won Kwon, Young-Kyoon Suh

J Med Internet Res 2023 (Mar 08); 25:e41100

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Linking Activity Theory Within User-Centered Design: Novel Framework to Inform Design and Evaluation of Adverse Drug Reaction Reporting Systems in Pharmacy

Joel Fossouo Tagne, Reginald Amin Yakob, Rachael Mcdonald, Nilmini Wickramasinghe

JMIR Hum Factors 2023 (Feb 24); 10:e43529

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Reporting, Monitoring, and Handling of Adverse Drug Reactions in Australia: Scoping Review

Joel Fossouo Tagne, Reginald Amin Yakob, Thu Ha Dang, Rachael Mcdonald, Nilmini Wickramasinghe

JMIR Public Health Surveill 2023 (Jan 16); 9:e40080

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Multifactor Quality and Safety Analysis of Antimicrobial Drugs Sold by Online Pharmacies That Do Not Require a Prescription: Multiphase Observational, Content Analysis, and Product Evaluation Study

Tim Ken Mackey, Alan K Jarmusch, Qing Xu, Kunyang Sun, Aileen Lu, Shaden Aguirre, Jessica Lim, Simran Bhakta, Pieter C Dorrestein

JMIR Public Health Surveill 2022 (Dec 23); 8(12):e41834

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Drug Abuse Ontology to Harness Web-Based Data for Substance Use Epidemiology Research: Ontology Development Study

Usha Lokala, Francois Lamy, Raminta Daniulaityte, Manas Gaur, Amelie Gyrard, Krishnaprasad Thirunarayan, Ugur Kursuncu, Amit Sheth

JMIR Public Health Surveill 2022 (Dec 23); 8(12):e24938

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Sample Bias in Web-Based Patient-Generated Health Data of Dutch Patients With Gastrointestinal Stromal Tumor: Survey Study

Anne Dirkson, Dide den Hollander, Suzan Verberne, Ingrid Desar, Olga Husson, Winette T A van der Graaf, Astrid Oosten, Anna K L Reyners, Neeltje Steeghs, Wouter van Loon, Gerard van Oortmerssen, Hans Gelderblom, Wessel Kraaij

JMIR Form Res 2022 (Dec 15); 6(12):e36755

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Barriers and Facilitators Influencing Real-time and Digital-Based Reporting of Adverse Drug Reactions by Community Pharmacists: Qualitative Study Using the Task-Technology Fit Framework

Joel Fossouo Tagne, Reginald Amin Yakob, Rachael Mcdonald, Nilmini Wickramasinghe

Interact J Med Res 2022 (Oct 11); 11(2):e40597

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