Adverse Drug Events Detection, Pharmacovigilance and Surveillance

Identifying Adverse Drug Events in Clinical Text Using Fine-Tuned Clinical Language Models: Machine Learning Study

Elizaveta Kopacheva, Aron Henriksson, Hercules Dalianis, Tora Hammar, Alisa Lincke

JMIR Form Res 2025 (Sep 11); 9:e71949

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ADRENALINE, a Learning Game to Improve Prescribing Skills in Undergraduate Medical Students: Descriptive Study

Cecile Marie Yelnik, Aurélie Daumas, Yanele Poteaux, Annie Standaert, Natacha Grimbert, Raphaël Favory, Pierre Ravaux, Marc Lambert, Katia Quelennec

JMIR Serious Games 2025 (Sep 11); 13:e66334

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Engineering Resilient Community Pharmacies for Chronic Care Management: Protocol for the Development of a Medication Safety Map

Michelle A Chui, Maria E Berbakov, Aaron M Gilson, Jamie A Stone, Elin C Lehnbom, Emily L Hoffins, Katherine G Moore, James H Ford II

JMIR Res Protoc 2025 (Sep 11); 14:e69011

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Therapeutic Drug Monitoring for Precision Dosing of Janus Kinase Inhibitors: Protocol for a Prospective Observational Study

Jérémie Tachet, Laurent A Decosterd, Monia Guidi, François R Girardin

JMIR Res Protoc 2025 (Sep 09); 14:e70312

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Applications of Federated Large Language Model for Adverse Drug Reactions Prediction: Scoping Review

David Guo, Kim-Kwang Raymond Choo

J Med Internet Res 2025 (Sep 08); 27:e68291

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Using Medication Management Technologies in Swiss Primary Care: Mixed Methods Study

Jeanne Maria Wildisen, Alessia Romer, Martina Zangger, Benjamin Bugnon, Sven Streit, Kristie Rebecca Weir, Katharina Tabea Jungo

J Med Internet Res 2025 (Aug 27); 27:e68857

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Domain-Specific Pretraining of NorDeClin-Bidirectional Encoder Representations From Transformers for International Statistical Classification of Diseases, Tenth Revision, Code Prediction in Norwegian Clinical Texts: Model Development and Evaluation Study

Phuong Dinh Ngo, Miguel Ángel Tejedor Hernández, Taridzo Chomutare, Andrius Budrionis, Therese Olsen Svenning, Torbjørn Torsvik, Anastasios Lamproudis, Hercules Dalianis

JMIR AI 2025 (Aug 25); 4:e66153

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Development of the Double-Blind, Randomized Trials of Effects of Antihypertensive Medicines (DREAM) Database and Characteristics of the Included Trials: Protocol for an Umbrella Review and Meta-Analyses

Abdul Salam, Rupasvi Dhurjati, Kota Vidyasagar, Prachi Kaistha, Hariprasad Esam, Faraidoon Haghdoost, Rashmi Pant, Amit Kumar, Raju Kanukula, Rakesh Thode, Ravali Baddam, Kanika Chaudhri, Nelson Wang, Soumyadeep Bhaumik, Sonali R Gnanenthiran, Sasi Kumar Tiruttani, Anthony Rodgers

JMIR Res Protoc 2025 (Aug 21); 14:e65205

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Safety and Efficacy of Aspirin and Indobufen in the Treatment of Atherosclerotic Diseases: Systematic Review and Meta-Analysis

Wenhao Pan, Linger Guan, Haicheng Zhang

Interact J Med Res 2025 (Aug 20); 14:e75363

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Tenofovir to Prevent HIV Infection in Western China: Pragmatic Randomized Controlled Trial

Yi Tao, Yan Zhang, Bin Peng, Aizhong Zeng, Jianghong Dai, Hao Liang, Juying Zhang, Huarui Shao, Shihan Feng, Xiaoni Zhong, Ailong Huang

JMIR Public Health Surveill 2025 (Aug 20); 11:e71494

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Establishing a Multicenter Active Adverse Events Following Immunization Sentinel Surveillance Network Across 22 Tertiary Care Hospitals in India: Protocol for a Prospective Observational Study

Apoorva Sharan, Manoja Kumar Das, Akhil PM, Ramesh Poluru, Neeraj Kumar Kashyap, Christian Burri, Jan Bonhoeffer, Satinder Aneja, Deepak Polpakara, Narendra Kumar Arora, MAASS Study Group

JMIR Res Protoc 2025 (Aug 08); 14:e64050

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Implementation of an Interdepartmental Collaborative Medication Review to Reduce Potentially Inappropriate Medication Use in Hospitalized Older Adults: Protocol for a Mixed Methods Study

Aravinda Kumar, Rajesh Kumar Konduru, Saranya Rajaram, Manikandan Mani, Anusha Natarajan, Jerin Jose Cherian, Bhavani Shankara Bagepally, Anil Jacob Purty, Nayyar Iqbal, Dineshbabu Sekar, Sudharsanan Sundaramurthi, Isabella Topno, Manjunatha Chalawadi Hanumappa

JMIR Res Protoc 2025 (Jul 31); 14:e69626

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Visualization of FDA Adverse Drug Reaction Reports: Development and Usability Study of the VisDrugs Web Server

Renjun Yang, Nuoya Yin, Yang Zhang, Francesco Faiola

JMIR Form Res 2025 (Jul 31); 9:e71519

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Comparative Analysis of Generative Artificial Intelligence Systems in Solving Clinical Pharmacy Problems: Mixed Methods Study

Lulu Li, Pengqiang Du, Xiaojing Huang, Hongwei Zhao, Ming Ni, Meng Yan, Aifeng Wang

JMIR Med Inform 2025 (Jul 24); 13:e76128

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Harnessing AI and Quantum Computing for Revolutionizing Drug Discovery and Approval Processes: Case Example for Collagen Toxicity

David Melvin Braga, Bharat Rawal

JMIR Bioinform Biotech 2025 (Jul 22); 6:e69800

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Predicting Drug–Side Effect Relationships From Parametric Knowledge Embedded in Biomedical BERT Models: Methodological Study With a Natural Language Processing Approach

Woohyuk Jeon, Minjae Park, Doyeon An, Wonshik Nam, Ju-Young Shin, Seunghee Lee, Suehyun Lee

JMIR Med Inform 2025 (Jul 10); 13:e67513

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Developing a SNOMED CT–Based Value Set to Document Symptoms and Diagnoses for Adverse Drug Events: Mixed Methods Study

Erica Y Lau, Linda Bird, Anthony Lau, Yau-Lam Alex Chau, Katherine Butcher, Susan Buchkowsky, Kira Gossack-Keenan, Cheryl Sadowski, Corinne M Hohl

JMIR Med Inform 2025 (Jul 08); 13:e70167

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Online Availability of Diamond Shruumz Before and After FDA Recall Initiation: Qualitative Assessment and Simulated Test Purchasing

Tim Mackey, Matthew Nali, Meng Zhen Larsen, Zhuoran Li, Jiawei Li, Joshua Yang

J Med Internet Res 2025 (Jun 30); 27:e64820

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Efficacy of Solifenacin, Mirabegron, and Combination Therapy in Children With Daytime Urinary Incontinence (BeDry): Protocol for a Randomized Single-Blinded Controlled Trial

Ann-Kristine Mandøe Svendsen, Søren Hagstrøm, Kristina Thorsteinsson, Jason Van Batavia, Konstantinos Kamperis, Anne Estrup Olesen, Luise Borch

JMIR Res Protoc 2025 (Jun 26); 14:e63588

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Evaluating the Characteristics and Outcomes of Acute Pharmaceutical Exposure in Children: 5-Year Retrospective Study

Zhu Yan Duan, Yan Ning Qu, Rui Tang, Jun Ting Liu, Hui Wang, Meng Yi Sheng, Liang Liang Wang, Shuang Liu, Jiao Li, Lin Ying Guo, Si Zheng

JMIR Pediatr Parent 2025 (Jun 17); 8:e66951

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