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List of works by Martijn J Schuemie

A comparison of the empirical performance of methods for a risk identification system

scientific article

A dictionary to identify small molecules and drugs in free text

scientific article published on 16 September 2009

A normalization method for combination of laboratory test results from different electronic healthcare databases in a distributed research network

scientific article published on 3 November 2015

A plea to stop using the case-control design in retrospective database studies

scientific article published on 22 August 2019

A quantitative method for assessment of prescribing patterns using electronic health records

scientific article

A reference standard for evaluation of methods for drug safety signal detection using electronic healthcare record databases

scientific article published in January 2013

A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data

scientific article published on 06 September 2021

Accuracy of an automated knowledge base for identifying drug adverse reactions.

scientific article published on 16 December 2016

Acute pancreatitis risk in type 2 diabetes patients treated with canagliflozin versus other antihyperglycemic agents: an observational claims database study

scientific article published on 25 April 2020

Alternative outcome definitions and their effect on the performance of methods for observational outcome studies

scientific article published on October 2013

An international characterisation of patients hospitalised with COVID-19 and a comparison with those previously hospitalised with influenza

scientific article published on 26 April 2020

An inventory of publications on electronic medical records revisited.

scientific article published on 15 May 2009

Anni 2.0: a multipurpose text-mining tool for the life sciences

scientific article published on 12 June 2008

Application of a Common Data Model (CDM) to rank the paediatric user and prescription prevalence of 15 different drug classes in South Korea, Hong Kong, Taiwan, Japan and Australia: an observational, descriptive study

scientific article published on 13 January 2020

Applying a common data model to Asian databases for multinational pharmacoepidemiologic studies: opportunities and challenges

article

Association of Risk of Suicide Attempts With Methylphenidate Treatment

scientific article

Atypical Antipsychotics and the Risk of Falls and Fractures Among Older Adults: An Emulation Analysis and an Evaluation of Additional Confounding Control Strategies

scientific article published on April 2017

Atypical Antipsychotics and the Risks of Acute Kidney Injury and Related Outcomes Among Older Adults: A Replication Analysis and an Evaluation of Adapted Confounding Control Strategies

scientific article published on 25 January 2017

Automatic generation of case-detection algorithms to identify children with asthma from large electronic health record databases

scientific article published on 17 April 2013

Automating classification of free-text electronic health records for epidemiological studies

scientific article published on 24 January 2012

Can Electronic Health Records Databases Complement Spontaneous Reporting System Databases? A Historical-Reconstruction of the Association of Rofecoxib and Acute Myocardial Infarction.

scientific article

Can Italian healthcare administrative databases be used to compare regions with respect to compliance with standards of care for chronic diseases?

scientific article

Characterizing treatment pathways at scale using the OHDSI network

scientific article

Chronic disease prevalence from Italian administrative databases in the VALORE project: a validation through comparison of population estimates with general practice databases and national survey

scientific article

Combining electronic healthcare databases in Europe to allow for large-scale drug safety monitoring: the EU-ADR Project.

scientific article published on 8 November 2010

Comment on "How pharmacoepidemiology networks can manage distributed analyses to improve replicability and transparency and minimize bias"

article

Comparative First-Line Effectiveness and Safety of ACE (Angiotensin-Converting Enzyme) Inhibitors and Angiotensin Receptor Blockers: A Multinational Cohort Study

scientific article published in September 2021

Comparative effectiveness of canagliflozin, SGLT2 inhibitors and non-SGLT2 inhibitors on the risk of hospitalization for heart failure and amputation in patients with type 2 diabetes mellitus: A real-world meta-analysis of 4 observational databases (

scientific article published on 25 June 2018

Comparison of First-Line Dual Combination Treatments in Hypertension: Real-World Evidence from Multinational Heterogeneous Cohorts

scientific article published on 28 August 2019

ContextD: an algorithm to identify contextual properties of medical terms in a Dutch clinical corpus

scientific article

Conversion and Data Quality Assessment of Electronic Health Record Data at a Korean Tertiary Teaching Hospital to a Common Data Model for Distributed Network Research

scientific article published on 31 January 2016

Correction: Drug-Induced Acute Myocardial Infarction: Identifying ‘Prime Suspects’ from Electronic Healthcare Records-Based Surveillance System

scientific article (publication date: 23 September 2013)

Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study

scientific article published on 06 October 2020

Defining a reference set to support methodological research in drug safety

scientific article published on October 2013

Desideratum for evidence based epidemiology

scientific article published on October 2013

Detecting adverse drug reactions following long-term exposure in longitudinal observational data: The exposure-adjusted self-controlled case series

scientific article

Discussion: An estimate of the science-wise false discovery rate and application to the top medical literature.

scientific article published on 25 September 2013

Does design matter? Systematic evaluation of the impact of analytical choices on effect estimates in observational studies

scientific article

Drug-induced acute myocardial infarction: identifying 'prime suspects' from electronic healthcare records-based surveillance system

scientific article (publication date: 2013)

EU-ADR healthcare database network vs. spontaneous reporting system database: preliminary comparison of signal detection

scientific article published in January 2011

Electronic healthcare databases for active drug safety surveillance: is there enough leverage?

scientific article published on 8 February 2012

Empirical confidence interval calibration for population-level effect estimation studies in observational healthcare data.

scientific article published on 12 March 2018

Empirical performance of LGPS and LEOPARD: lessons for developing a risk identification and analysis system.

scientific article published in October 2013

Empirical performance of a new user cohort method: lessons for developing a risk identification and analysis system.

scientific article published in October 2013

Empirical performance of a self-controlled cohort method: lessons for developing a risk identification and analysis system.

scientific article published in October 2013

Empirical performance of the calibrated self-controlled cohort analysis within temporal pattern discovery: lessons for developing a risk identification and analysis system

scientific article published in October 2013

Empirical performance of the case-control method: lessons for developing a risk identification and analysis system

scientific article published in October 2013

Empirical performance of the self-controlled case series design: lessons for developing a risk identification and analysis system

scientific article

Evaluating performance of electronic healthcare records and spontaneous reporting data in drug safety signal detection

scientific article

Evaluating performance of risk identification methods through a large-scale simulation of observational data

scientific article

Evaluation of disproportionality safety signaling applied to healthcare databases.

scientific article published in October 2013

Evaluation of techniques for increasing recall in a dictionary approach to gene and protein name identification

scientific article published on 24 September 2006

Fear of flying treatment methods: virtual reality exposure vs. cognitive behavioral therapy.

scientific article

GeneE: gene and protein query expansion with disambiguation

scientific article published on 16 October 2009

Harmonization process for the identification of medical events in eight European healthcare databases: the experience from the EU-ADR project

scientific article (publication date: 2013)

Hierarchical Models for Multiple, Rare Outcomes Using Massive Observational Healthcare Databases

scientific article published on 17 July 2016

Identification of acute myocardial infarction from electronic healthcare records using different disease coding systems: a validation study in three European countries

scientific article published on 20 June 2013

Identifying Cases of Type 2 Diabetes in Heterogeneous Data Sources: Strategy from the EMIF Project

scientific article

Idiopathic acute liver injury in paediatric outpatients: incidence and signal detection in two European countries

scientific article published in October 2013

Improving reproducibility by using high-throughput observational studies with empirical calibration

Improving sensitivity of machine learning methods for automated case identification from free-text electronic medical records

scientific article

Interpreting observational studies: why empirical calibration is needed to correct p-values

scientific article

Jane: suggesting journals, finding experts

scientific article published on 28 January 2008

Large-scale evidence generation and evaluation across a network of databases (LEGEND): assessing validity using hypertension as a case study

scientific article published on 22 August 2020

Large-scale evidence generation and evaluation across a network of databases for type 2 diabetes mellitus (LEGEND-T2DM): a protocol for a series of multinational, real-world comparative cardiovascular effectiveness and safety studies

scientific article published on 09 June 2022

Literature-aided interpretation of gene expression data with the weighted global test

scientific article

Literature-based concept profiles for gene annotation: the issue of weighting

scientific article published on 10 September 2007

Methods for drug safety signal detection in longitudinal observational databases: LGPS and LEOPARD

scientific article published on October 13, 2010

Monitoring compliance with standards of care for chronic diseases using healthcare administrative databases in Italy: Strengths and limitations

scientific article published on 12 December 2017

Multiple self-controlled case series for large-scale longitudinal observational databases.

scientific article published on 11 October 2013

Novel protein-protein interactions inferred from literature context

scientific article (publication date: 18 November 2009)

Penetration of new antidiabetic medications in East Asian countries and the United States: A cross-national comparative study

scientific article published in PLoS ONE

Population-based analysis of non-steroidal anti-inflammatory drug use among children in four European countries in the SOS project: what size of data platforms and which study designs do we need to assess safety issues?

scientific article

Prenatal antidepressant exposure and the risk of attention-deficit hyperactivity disorder in children: A systematic review and meta-analysis.

scientific article published on 13 December 2017

Renin-angiotensin system blockers and susceptibility to COVID-19: a multinational open science cohort study

scientific article published on 12 June 2020

Renin-angiotensin system blockers and susceptibility to COVID-19: an international, open science, cohort analysis

scientific article published on 17 December 2020

Replication of the OMOP experiment in Europe: evaluating methods for risk identification in electronic health record databases

scientific article published in October 2013

Rewriting and suppressing UMLS terms for improved biomedical term identification

scientific article

Risk of angioedema associated with levetiracetam compared with phenytoin: Findings of the observational health data sciences and informatics research network

scientific article

Risk of hydroxychloroquine alone and in combination with azithromycin in the treatment of rheumatoid arthritis: a multinational, retrospective study

scientific article published on 21 August 2020

Risk of upper gastrointestinal bleeding from different drug combinations

scientific article published on 14 June 2014

Robust empirical calibration of p-values using observational data

scientific article

Safety of hydroxychloroquine, alone and in combination with azithromycin, in light of rapid wide-spread use for COVID-19: a multinational, network cohort and self-controlled case series study

scientific article published on 11 April 2020

Seasonality in acute liver injury? Findings in two health care claims databases

scientific article published on 31 March 2016

Signal detection of potentially drug-induced acute liver injury in children using a multi-country healthcare database network

scientific article published on February 2014

The role of electronic healthcare record databases in paediatric drug safety surveillance: a retrospective cohort study

scientific article

Thesaurus-based disambiguation of gene symbols

scientific article

Treatment of acrophobia in virtual reality: the role of immersion and presence

scientific article published in February 2004

Using electronic health care records for drug safety signal detection: a comparative evaluation of statistical methods

scientific article published in October 2012

Using real-world healthcare data for pharmacovigilance signal detection - the experience of the EU-ADR project

scientific article

Variation in choice of study design: findings from the Epidemiology Design Decision Inventory and Evaluation (EDDIE) survey

scientific article published on October 2013

Word sense disambiguation in the biomedical domain: an overview

scientific article