Frontiers in Drug Safety and Regulation | Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Editorial

Accepted on 20 Feb 2025

Methodological evolution of external Comparator Studies

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Deborah Layton
Laura Hester
Asieh Golozar

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2025.1579171

Perspective

Published on 13 Feb 2025

Implementing tokenization in clinical research to expand real-world insights

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Chelsea Walters
Crystal S. Langlais
Eva E. Oakkar
Wilhelmina E. Hoogendoorn
James B. Coutcher
Mui Van Zandt

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2025.1519307

224 views

Review

Published on 18 Dec 2024

Important tool in our rare disease toolbox: hybrid retrospective-prospective natural history studies serve well as external comparators for rare disease studies

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Chinenye Ugoji
Julien Heidt
Joan Largent
Emily Bratton
Laura Hester
Sareh Keshavarzi
Stuart Turner
Christina Mack

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2024.1418050

754 views

Original Research

Published on 06 Dec 2024

Influence of differential source patterns in the detection of signals of disproportionate reporting for PARP inhibitors

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Jordi Mestres

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2024.1497116

597 views

Mini Review

Published on 13 Nov 2024

Integrating electronic health records with other data sources for postmarket drug safety signal identification: a review

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Julie V. Kim
Sharon E. Davis
Michael E. Matheny
Joshua C. Smith

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2024.1428831

614 views

Editorial

Published on 13 Nov 2024

Editorial: AI/ML in pharmacovigilance and pharmacoepidemiology

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Wen Zou
Pantelis Natsiavas
Assaf Gottlieb

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2024.1517365

701 views

Perspective

Published on 30 Oct 2024

External comparator studies and the joint application of the estimand and target trial emulation frameworks

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Gerd Rippin
Héctor Sanz

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2024.1409102

799 views

Opinion

Published on 18 Sep 2024

Achieving synchrony: bridging the gap between pharmaceutical companies and regulators on safety labeling updates

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Tarek A. Hammad
Sasan Sabrdaran
Jean-Marie Heim

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2024.1477516

1,148 views

Original Research

Published on 16 Aug 2024

Exploring the scientific underpinnings of investigating safety signals: analytical insights in deciphering drug safety evidence

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Tarek A. Hammad
Simon Davis
Salman Afsar

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2024.1445998

1,587 views
1 citation

Original Research

Published on 19 Jul 2024

Measurement error and bias in real-world oncology endpoints when constructing external control arms

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Benjamin Ackerman
Ryan W. Gan
Craig S. Meyer
Jocelyn R. Wang
Youyi Zhang
Jennifer Hayden
Grace Mahoney
Jennifer L. Lund
Janick Weberpals
Sebastian Schneeweiss

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2024.1423493

2,700 views

Original Research

Published on 27 Jun 2024

Assessing the performance of large language models in literature screening for pharmacovigilance: a comparative study

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Dan Li
Leihong Wu
Mingfeng Zhang
Svitlana Shpyleva
Ying-Chi Lin
Ho-Yin Huang
Ting Li
Joshua Xu

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2024.1379260

1,784 views
1 citation

Methods

Published on 11 Apr 2024

Application of the target trial emulation framework to external comparator studies

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Kellyn Arnold
Luis Antunes
Briana Coles
Hopin Lee

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2024.1380568

2,736 views
1 citation

Original Research

Published on 20 Mar 2024

Machine learning analysis of patients’ perceptions towards generic medication in Greece: a survey-based study

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Konstantinos Kassandros
Evridiki Saranti
Evropi Misailidou
Theodora-Aiketerini Tsiggou
Eleftheria Sissiou
George Kolios
Theodoros Constantinides
Christos Kontogiorgis

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2024.1363794

1,513 views

Review

Published on 18 Mar 2024

Artificial intelligence for optimizing benefits and minimizing risks of pharmacological therapies: challenges and opportunities

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Salvatore Crisafulli
Francesco Ciccimarra
Chiara Bellitto
Massimo Carollo
Elena Carrara
Lisa Stagi
Roberto Triola
Annalisa Capuano
Cristiano Chiamulera
Ugo Moretti

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2024.1356405

3,191 views
3 citations

Editorial

Published on 06 Feb 2024

Editorial: Traditional and innovative approaches for signal detection

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Marco Tuccori
Andrew Bate
Ugo Moretti
Gianluca Trifirò

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2024.1373689

980 views

Perspective

Published on 02 Feb 2024

External comparators and estimands

in Advanced Methods in Pharmacovigilance and Pharmacoepidemiology

Gerd Rippin

Frontiers in Drug Safety and Regulation

doi 10.3389/fdsfr.2023.1332040

1,704 views
3 citations

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Articles

Methodological evolution of external Comparator Studies

Implementing tokenization in clinical research to expand real-world insights

Important tool in our rare disease toolbox: hybrid retrospective-prospective natural history studies serve well as external comparators for rare disease studies

Influence of differential source patterns in the detection of signals of disproportionate reporting for PARP inhibitors

Integrating electronic health records with other data sources for postmarket drug safety signal identification: a review

Editorial: AI/ML in pharmacovigilance and pharmacoepidemiology

External comparator studies and the joint application of the estimand and target trial emulation frameworks

Achieving synchrony: bridging the gap between pharmaceutical companies and regulators on safety labeling updates

Exploring the scientific underpinnings of investigating safety signals: analytical insights in deciphering drug safety evidence

Measurement error and bias in real-world oncology endpoints when constructing external control arms

Assessing the performance of large language models in literature screening for pharmacovigilance: a comparative study

Application of the target trial emulation framework to external comparator studies

Machine learning analysis of patients’ perceptions towards generic medication in Greece: a survey-based study

Artificial intelligence for optimizing benefits and minimizing risks of pharmacological therapies: challenges and opportunities

Editorial: Traditional and innovative approaches for signal detection

External comparators and estimands