Volume 45, Issue 5

Search all Drug Safety articles

May 2022

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance

Issue Editors:

Andrew Bate,
Yuan Luo

16 articles in this issue

Artificial Intelligence and Machine Learning for Safe Medicines
Andrew Bate
Yuan Luo
Editorial 17 May 2022 Pages: 403 - 405
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance
Artificial Intelligence in Pharmacovigilance: An Introduction to Terms, Concepts, Applications, and Limitations
Jeffrey K. Aronson
Current Opinion 17 May 2022 Pages: 407 - 418
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance
Black Swan Events and Intelligent Automation for Routine Safety Surveillance
Oeystein Kjoersvik
Andrew Bate
Current Opinion Open access 17 May 2022 Pages: 419 - 427
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance
“Artificial Intelligence” for Pharmacovigilance: Ready for Prime Time?
Robert Ball
Gerald Dal Pan
Current Opinion 17 May 2022 Pages: 429 - 438
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance
Industry Perspective on Artificial Intelligence/Machine Learning in Pharmacovigilance
Raymond Kassekert
Neal Grabowski
Sarah ElShal
Leading Article Open access 17 May 2022 Pages: 439 - 448
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance
Intelligent Telehealth in Pharmacovigilance: A Future Perspective
Heba Edrees
Wenyu Song
David W. Bates
Leading Article 17 May 2022 Pages: 449 - 458
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance
Machine Learning in Causal Inference: Application in Pharmacovigilance
Yiqing Zhao
Yue Yu
Yuan Luo
Review Article Open access 17 May 2022 Pages: 459 - 476
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance
Artificial Intelligence Based on Machine Learning in Pharmacovigilance: A Scoping Review
Benjamin Kompa
Joe B. Hakim
Andrew L. Beam
Review Article Open access 17 May 2022 Pages: 477 - 491
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance
Applying Machine Learning in Distributed Data Networks for Pharmacoepidemiologic and Pharmacovigilance Studies: Opportunities, Challenges, and Considerations
Jenna Wong
Daniel Prieto-Alhambra
Sengwee Toh
Review Article 17 May 2022 Pages: 493 - 510
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance
Artificial Intelligence-Based Pharmacovigilance in the Setting of Limited Resources
Likeng Liang
Jifa Hu
Mengchun Gong
Review Article 17 May 2022 Pages: 511 - 519
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance
Identifying and Mitigating Potential Biases in Predicting Drug Approvals
Qingyang Xu
Elaheh Ahmadi
Andrew W. Lo
Original Research Article 17 May 2022 Pages: 521 - 533
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance
Validation of Artificial Intelligence to Support the Automatic Coding of Patient Adverse Drug Reaction Reports, Using Nationwide Pharmacovigilance Data
Guillaume L. Martin
Julien Jouganous
the French Network of Pharmacovigilance Centres
Original Research Article Open access 17 May 2022 Pages: 535 - 548
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance
Automated Drug Coding Using Artificial Intelligence: An Evaluation of WHODrug Koda on Adverse Event Reports
Eva-Lisa Meldau
Shachi Bista
Lucie M. Gattepaille
Original Research Article Open access 17 May 2022 Pages: 549 - 561
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance
Using Iterative Pairwise External Validation to Contextualize Prediction Model Performance: A Use Case Predicting 1-Year Heart Failure Risk in Patients with Diabetes Across Five Data Sources
Ross D. Williams
Jenna M. Reps
Peter R. Rijnbeek
Original Research Article Open access 17 May 2022 Pages: 563 - 570
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance
Leveraging Machine Learning to Facilitate Individual Case Causality Assessment of Adverse Drug Reactions
Yauheniya Cherkas
Joshua Ide
John van Stekelenborg
Original Research Article 17 May 2022 Pages: 571 - 582
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance
Supervised Machine Learning-Based Decision Support for Signal Validation Classification
Muhammad Imran
Aasia Bhatti
Katrin Manlik
Original Research Article Open access 17 May 2022 Pages: 583 - 596
Part of 1 collection:

Role of Artificial Intelligence and Machine Learning in Pharmacovigilance

Volume 45, Issue 5

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