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Author Details

Peter R Rijnbeek
Erasmus University Medical Center
1996
124
29
PMIDPaper TitleJournal TitlePublished Year
37876360IncidencePrevalence: An R package to calculate population-level incidence rates and prevalence using the OMOP common data model.Pharmacoepidemiol Drug Saf2024
37876360IncidencePrevalence: An R package to calculate population-level incidence rates and prevalence using the OMOP common data model.Pharmacoepidemiol Drug Saf2024
37033631Characterising the treatment of thromboembolic events after COVID-19 vaccination in 4 European countries and the US: An international network cohort study.Front Pharmacol2023
38028730Evaluating the impact of alternative phenotype definitions on incidence rates across a global data network.JAMIA Open2023
37587084The added value of text from Dutch general practitioner notes in predictive modeling.J Am Med Inform Assoc2023
37804398Supporting Pharmacovigilance Signal Validation and Prioritization with Analyses of Routinely Collected Health Data: Lessons Learned from an EHDEN Network Study.Drug Saf2023
37724311Transforming the Information System for Research in Primary Care (SIDIAP) in Catalonia to the OMOP Common Data Model and Its Use for COVID-19 Research.Clin Epidemiol2023
38062352Attention-based neural networks for clinical prediction modelling on electronic health records.BMC Med Res Methodol2023
37952118European Health Data & Evidence Network-learnings from building out a standardized international health data network.J Am Med Inform Assoc2023
37034358Contextualising adverse events of special interest to characterise the baseline incidence rates in 24 million patients with COVID-19 across 26 databases: a multinational retrospective cohort study.EClinicalMedicine2023
37033631Characterising the treatment of thromboembolic events after COVID-19 vaccination in 4 European countries and the US: An international network cohort study.Front Pharmacol2023
37203630The DELPHI Library: Improving Model Validation, Transparency and Dissemination Through a Centralised Library of Prediction Models.Stud Health Technol Inform2023
37203625Does Using a Stacking Ensemble Method to Combine Multiple Base Learners Within a Database Improve Model Transportability?Stud Health Technol Inform2023
37203580Challenges of Estimating Global Feature Importance in Real-World Health Care Data.Stud Health Technol Inform2023
36991144A standardized framework for risk-based assessment of treatment effect heterogeneity in observational healthcare databases.NPJ Digit Med2023
36977990Estimating individualized treatment effects from randomized controlled trials: a simulation study to compare risk-based approaches.BMC Med Res Methodol2023
36976448Impact of European Union Label Changes for Fluoroquinolone-Containing Medicinal Products for Systemic and Inhalation Use: Post-Referral Prescribing Trends.Drug Saf2023
37804398Supporting Pharmacovigilance Signal Validation and Prioritization with Analyses of Routinely Collected Health Data: Lessons Learned from an EHDEN Network Study.Drug Saf2023
37587084The added value of text from Dutch general practitioner notes in predictive modeling.J Am Med Inform Assoc2023
38062352Attention-based neural networks for clinical prediction modelling on electronic health records.BMC Med Res Methodol2023
37952118European Health Data & Evidence Network-learnings from building out a standardized international health data network.J Am Med Inform Assoc2023
38028730Evaluating the impact of alternative phenotype definitions on incidence rates across a global data network.JAMIA Open2023
37724311Transforming the Information System for Research in Primary Care (SIDIAP) in Catalonia to the OMOP Common Data Model and Its Use for COVID-19 Research.Clin Epidemiol2023
36991144A standardized framework for risk-based assessment of treatment effect heterogeneity in observational healthcare databases.NPJ Digit Med2023
36977990Estimating individualized treatment effects from randomized controlled trials: a simulation study to compare risk-based approaches.BMC Med Res Methodol2023
36976448Impact of European Union Label Changes for Fluoroquinolone-Containing Medicinal Products for Systemic and Inhalation Use: Post-Referral Prescribing Trends.Drug Saf2023
37203630The DELPHI Library: Improving Model Validation, Transparency and Dissemination Through a Centralised Library of Prediction Models.Stud Health Technol Inform2023
37203625Does Using a Stacking Ensemble Method to Combine Multiple Base Learners Within a Database Improve Model Transportability?Stud Health Technol Inform2023
37203580Challenges of Estimating Global Feature Importance in Real-World Health Care Data.Stud Health Technol Inform2023
37034358Contextualising adverse events of special interest to characterise the baseline incidence rates in 24 million patients with COVID-19 across 26 databases: a multinational retrospective cohort study.EClinicalMedicine2023
3487073190-Day all-cause mortality can be predicted following a total knee replacement: an international, network study to develop and validate a prediction model.Knee Surg Sports Traumatol Arthrosc2022
35593971Training prediction models for individual risk assessment of postoperative complications after surgery for colorectal cancer.Tech Coloproctol2022
36103220Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course.J Med Internet Res2022
35579818Using 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.Drug Saf2022
35579813Applying Machine Learning in Distributed Data Networks for Pharmacoepidemiologic and Pharmacovigilance Studies: Opportunities, Challenges, and Considerations.Drug Saf2022
35576963Venous or arterial thrombosis and deaths among COVID-19 cases: a European network cohort study.Lancet Infect Dis2022
36288813Comparative risk of thrombosis with thrombocytopenia syndrome or thromboembolic events associated with different covid-19 vaccines: international network cohort study from five European countries and the US.BMJ2022
35571357Trajectories: a framework for detecting temporal clinical event sequences from health data standardized to the Observational Medical Outcomes Partnership (OMOP) Common Data Model.JAMIA Open2022
36084453TreatmentPatterns: An R package to facilitate the standardized development and analysis of treatment patterns across disease domains.Comput Methods Programs Biomed2022
35810265Hip Fracture Risk After Treatment with Tramadol or Codeine: An Observational Study.Drug Saf2022
35429722Logistic regression models for patient-level prediction based on massive observational data: Do we need all data?Int J Med Inform2022
35559254Factors Influencing Background Incidence Rate Calculation: Systematic Empirical Evaluation Across an International Network of Observational Databases.Front Pharmacol2022
35614485Learning patient-level prediction models across multiple healthcare databases: evaluation of ensembles for increasing model transportability.BMC Med Inform Decis Mak2022
35728447Development and external validation of prediction models for adverse health outcomes in rheumatoid arthritis: A multinational real-world cohort analysis.Semin Arthritis Rheum2022
35475536Use of unstructured text in prognostic clinical prediction models: a systematic review.J Am Med Inform Assoc2022
36418321Thrombosis and thrombocytopenia after vaccination against and infection with SARS-CoV-2 in Catalonia, Spain.Nat Commun2022
36418291Thrombosis and thrombocytopenia after vaccination against and infection with SARS-CoV-2 in the United Kingdom.Nat Commun2022
36188566International cohort study indicates no association between alpha-1 blockers and susceptibility to COVID-19 in benign prostatic hyperplasia patients.Front Pharmacol2022
35398554Characterization of Asthma by Age of Onset: A Multi-Database Cohort Study.J Allergy Clin Immunol Pract2022
36471238External validation of existing dementia prediction models on observational health data.BMC Med Res Methodol2022
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Collaborators

Patrick B Ryan
Columbia University Irving Medical Center
Co-authored papers 40
Talita Duarte-Salles
Erasmus University Medical Center
Co-authored papers 39
Daniel Prieto-Alhambra
University of Oxford
Co-authored papers 38
Jan A Kors
Erasmus MC - University Medical Center Rotterdam
Co-authored papers 28
Marc A Suchard
University of California los angeles
Co-authored papers 28
George Hripcsak
Columbia University
Co-authored papers 25
Christian Reich
OHDSI Center at The Roux Institute, Northeastern University
Co-authored papers 24
Seng Chan You
Yonsei University College of Medicine
Co-authored papers 21
Jenna M Reps
Erasmus University Medical Center
Co-authored papers 20
Edward Burn
University of Oxford
Co-authored papers 20
Martijn J Schuemie
University of California los angeles
Co-authored papers 20
Fred Nyberg
University of Gothenburg
Co-authored papers 19
Daniel R Morales
University of Dundee
Co-authored papers 19
Kristine E Lynch
University of Utah Health
Co-authored papers 18
Johan van der Lei
Erasmus Medical Center
Co-authored papers 17
Albert Prats-Uribe
University of Oxford
Co-authored papers 17
Thamir M Alshammari
Riyadh Elm University
Co-authored papers 17
Scott L DuVall
University of Utah
Co-authored papers 17
Michael Matheny
American College of Medical Informatics, Department of Veteran Affairs, Harvard University T H Chan School of Public Health, Massachusetts Institute of Technology, The American Society for Clinical Investigation, University of Kentucky, Vanderbilt University Medical Center, Vanderbilt University Medical School
Co-authored papers 17
Nigam H Shah
Stanford University
Co-authored papers 16
Miriam C J M Sturkenboom
University Medical Center Utrecht
Co-authored papers 15
Michael E Matheny
Co-authored papers 15
Clair Blacketer
Erasmus University Medical Center
Co-authored papers 15
Jose D Posada
Universidad del Norte
Co-authored papers 13
Rae Woong Park
Ajou University Graduate School of Medicine
Co-authored papers 12
Jennifer C E Lane
Queen Mary University of London
Co-authored papers 12
Albert Hofman
Harvard T.H. Chan School of Public Health
Co-authored papers 12
Asieh Golozar
Northeastern University
Co-authored papers 11
Matthew Spotnitz
Columbia University Irving Medical Center
Co-authored papers 11
Mar??a Arag??n
Primary Care Research Institute Jordi Gol, Universitat Autonoma de Barcelona
Co-authored papers 10
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