Adverse Drug Events Detection, Pharmacovigilance and Surveillance

Text Mining of Adverse Events in Clinical Trials: Deep Learning Approach

Daphne Chopard, Matthias S Treder, Padraig Corcoran, Nagheen Ahmed, Claire Johnson, Monica Busse, Irena Spasic

JMIR Med Inform 2021 (Dec 24); 9(12):e28632

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Perceptions of Older Men Using a Mobile Health App to Monitor Lower Urinary Tract Symptoms and Tamsulosin Side Effects: Mixed Methods Study

Elizabeth Y Wang, Benjamin N Breyer, Austin W Lee, Natalie Rios, Akinyemi Oni-Orisan, Michael A Steinman, Ida Sim, Stacey A Kenfield, Scott R Bauer

JMIR Hum Factors 2021 (Dec 24); 8(4):e30767

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An Integrated Model to Improve Medication Reconciliation in Oncology: Prospective Interventional Study

Alessandro Passardi, Patrizia Serra, Caterina Donati, Federica Fiori, Sabrina Prati, Roberto Vespignani, Gabriele Taglioni, Patrizia Farfaneti Ghetti, Giovanni Martinelli, Oriana Nanni, Mattia Altini, Giovanni Luca Frassineti, Martina Vittoria Minguzzi

J Med Internet Res 2021 (Dec 20); 23(12):e31321

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Leveraging National Claims and Hospital Big Data: Cohort Study on a Statin-Drug Interaction Use Case

Aurélie Bannay, Mathilde Bories, Pascal Le Corre, Christine Riou, Pierre Lemordant, Pascal Van Hille, Emmanuel Chazard, Xavier Dode, Marc Cuggia, Guillaume Bouzillé

JMIR Med Inform 2021 (Dec 13); 9(12):e29286

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The Utility of Different Data Standards to Document Adverse Drug Event Symptoms and Diagnoses: Mixed Methods Study

Erina Chan, Serena S Small, Maeve E Wickham, Vicki Cheng, Ellen Balka, Corinne M Hohl

J Med Internet Res 2021 (Dec 10); 23(12):e27188

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A Smartphone-Based Decision Support Tool for Predicting Patients at Risk of Chemotherapy-Induced Nausea and Vomiting: Retrospective Study on App Development Using Decision Tree Induction

Abu Saleh Mohammad Mosa, Md Kamruz Zaman Rana, Humayera Islam, A K M Mosharraf Hossain, Illhoi Yoo

JMIR Mhealth Uhealth 2021 (Dec 02); 9(12):e27024

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Chinese-Named Entity Recognition From Adverse Drug Event Records: Radical Embedding-Combined Dynamic Embedding–Based BERT in a Bidirectional Long Short-term Conditional Random Field (Bi-LSTM-CRF) Model

Hong Wu, Jiatong Ji, Haimei Tian, Yao Chen, Weihong Ge, Haixia Zhang, Feng Yu, Jianjun Zou, Mitsuhiro Nakamura, Jun Liao

JMIR Med Inform 2021 (Dec 01); 9(12):e26407

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Mild Adverse Events of Sputnik V Vaccine in Russia: Social Media Content Analysis of Telegram via Deep Learning

Andrzej Jarynowski, Alexander Semenov, Mikołaj Kamiński, Vitaly Belik

J Med Internet Res 2021 (Nov 29); 23(11):e30529

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Risk Factors Associated With Nonfatal Opioid Overdose Leading to Intensive Care Unit Admission: A Cross-sectional Study

Avijit Mitra, Hiba Ahsan, Wenjun Li, Weisong Liu, Robert D Kerns, Jack Tsai, William Becker, David A Smelson, Hong Yu

JMIR Med Inform 2021 (Nov 08); 9(11):e32851

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Detecting Adverse Drug Events Through the Chronological Relationship Between the Medication Period and the Presence of Adverse Reactions From Electronic Medical Record Systems: Observational Study

Kei Teramoto, Toshihiro Takeda, Naoki Mihara, Yoshie Shimai, Shirou Manabe, Shigeki Kuwata, Hiroshi Kondoh, Yasushi Matsumura

JMIR Med Inform 2021 (Nov 01); 9(11):e28763

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Privacy-Preserving Anonymity for Periodical Releases of Spontaneous Adverse Drug Event Reporting Data: Algorithm Development and Validation

Jie-Teng Wang, Wen-Yang Lin

JMIR Med Inform 2021 (Oct 28); 9(10):e28752

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Development, Validation, and Assessment of Clinical Impact of Real-time Alerts to Detect Inpatient As-Needed Opioid Orders With Duplicate Indications: Prospective Study

Elsie Rizk, Joshua T Swan

J Med Internet Res 2021 (Oct 25); 23(10):e28235

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Quantifying the Severity of Adverse Drug Reactions Using Social Media: Network Analysis

Adam Lavertu, Tymor Hamamsy, Russ B Altman

J Med Internet Res 2021 (Oct 21); 23(10):e27714

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Health Behavior Survey Among People Who Use Opioids: Protocol for Implementing Technology-Based Rapid Response Surveillance in Community Settings

Paula M Frew, Laura A Randall, Adrian R King, Jay T Schamel, Anne C Spaulding, HBOU Study Team, Ian W Holloway

JMIR Res Protoc 2021 (Sep 10); 10(9):e25575

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Finding Potential Adverse Events in the Unstructured Text of Electronic Health Care Records: Development of the Shakespeare Method

Roselie A Bright, Summer K Rankin, Katherine Dowdy, Sergey V Blok, Susan J Bright, Lee Anne M Palmer

JMIRx Med 2021 (Aug 11); 2(3):e27017

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Incorporating Unstructured Patient Narratives and Health Insurance Claims Data in Pharmacovigilance: Natural Language Processing Analysis of Patient-Generated Texts About Systemic Lupus Erythematosus

Shinichi Matsuda, Takumi Ohtomo, Shiho Tomizawa, Yuki Miyano, Miwako Mogi, Hiroshi Kuriki, Terumi Nakayama, Shinichi Watanabe

JMIR Public Health Surveill 2021 (Jun 29); 7(6):e29238

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Distributed Ledger Infrastructure to Verify Adverse Event Reporting (DeLIVER): Proposal for a Proof-of-Concept Study

Madison Milne-Ives, Ching Lam, Najib Rehman, Raja Sharif, Edward Meinert

JMIR Res Protoc 2021 (Jun 10); 10(6):e28616

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Development of a Web-Based System for Exploring Cancer Risk With Long-term Use of Drugs: Logistic Regression Approach

Hsuan-Chia Yang, Md Mohaimenul Islam, Phung Anh Alex Nguyen, Ching-Huan Wang, Tahmina Nasrin Poly, Chih-Wei Huang, Yu-Chuan Jack Li

JMIR Public Health Surveill 2021 (Feb 15); 7(2):e21401

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