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Researcher
Johan Steen
Profile
Projects
Publications & Research Data
Activities
Awards & Distinctions
Patents
36
Results
2025
Discussion of "On the Uses and Abuses of Regression Models: A Call for Reform of Statistical Practice and Teaching"
Stijn Vansteelandt
Johan Steen
Editorial material
2025
How to develop causal directed acyclic graphs for observational health research : a scoping review
Louise Poppe
Johan Steen
Wen Wei Loh
Geert Crombez
Fien De Block
Noortje Jacobs
Peter W. G. Tennant
Jelle Van Cauwenberg
Annick De Paepe
A1
Journal Article
in
HEALTH PSYCHOLOGY REVIEW
2025
2024
Dealing with time‐dependent exposures and confounding when defining and estimating attributable fractions : revisiting estimands and estimators
Johan Steen
Pawel Morzywolek
Wim Van Biesen
Johan Decruyenaere
Stijn Vansteelandt
A1
Journal Article
in
STATISTICS IN MEDICINE
2024
2023
Causal inference and VAP-attributable mortality in COVID-19 : on painting bulls-eyes and dotting i’s
Johan Steen
Johan Decruyenaere
A1
Journal Article
in
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE
2023
Causal inference methods to optimize clinical decision-making in treatment initiation based on routinely collected data
Pawel Morzywolek
Stijn Vansteelandt
Wim Van Biesen
Johan Steen
Dissertation
2023
On optimal timing of antenatal corticosteroids : time to reformulate the question
Isabelle Dehaene
Johan Steen
Oliver Dukes
Camila Olarte Parra
Kris De Coen
Koenraad Smets
Kristien Roelens
Johan Decruyenaere
A1
Journal Article
in
ARCHIVES OF GYNECOLOGY AND OBSTETRICS
2023
The population-attributable fraction for time-to-event data
Maja von Cube
Martin Schumacher
Jean Francois Timsit
Johan Decruyenaere
Johan Steen
A1
Journal Article
in
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY
2023
2022
On estimation and cross–validation of dynamic treatment regimes with competing risks
Pawel Morzywolek
Johan Steen
Wim Van Biesen
Johan Decruyenaere
Stijn Vansteelandt
A1
Journal Article
in
STATISTICS IN MEDICINE
2022
Target trial emulation on timing of start of renal replacement therapy in acute kidney injury : lessons learned
Johan Steen
Stijn Vansteelandt
Johan Decruyenaere
Wim Van Biesen
C3
Conference
2022
The web-based application 'QUiPP v.2' for the prediction of preterm birth in symptomatic women is not yet ready for worldwide clinical use : ten reflections on development, validation and use
Isabelle Dehaene
Johan Steen
Gilles Vandewiele
Kristien Roelens
Johan Decruyenaere
A1
Journal Article
in
ARCHIVES OF GYNECOLOGY AND OBSTETRICS
2022
Timing of dialysis in acute kidney injury using routinely collected data and dynamic treatment regimes
Pawel Morzywolek
Johan Steen
Stijn Vansteelandt
Johan Decruyenaere
Sigrid Sterckx
Wim Van Biesen
A1
Journal Article
in
CRITICAL CARE
2022
Using routinely collected data to define the optimal timing to initiate renal replacement therapy in AKI patients
Pawel Morzywolek
Johan Steen
Stijn Vansteelandt
Johan Decruyenaere
Wim Van Biesen
C3
Conference
2022
2021
Attributable mortality of ventilator-associated pneumonia : replicating findings, revisiting methods
Johan Steen
Stijn Vansteelandt
Liesbet De Bus
Pieter Depuydt
Bram Gadeyne
Dominique Benoit
Johan Decruyenaere
A1
Journal Article
in
ANNALS OF THE AMERICAN THORACIC SOCIETY
2021
Impact of perceived inappropiate cardiopulmonary resuscitation on emergency clinicians’ intention to leave the job : results from a cross-sectional survey in 288 centres across 24 countries
Patrick Druwé
Koenraad G. Monsieurs
James Gagg
Shinji Nakahara
Michael N. Cocchi
Gábor Élő
Hans van Schuppen
Evan Avraham Alpert
Anatolij Truhlář
Sofie A. Huybrechts
et al.
A1
Journal Article
in
RESUSCITATION
2021
Re : a cautionary note on extended Kaplan–Meier curves for time-varying covariates
Johan Steen
A1
Journal Article
in
EPIDEMIOLOGY
2021
The concept of justifiable healthcare and how big data can help us to achieve it
Wim Van Biesen
Catherine Van Der Straeten
Sigrid Sterckx
Johan Steen
Lisa Diependaele
Johan Decruyenaere
A1
Journal Article
in
BMC MEDICAL INFORMATICS AND DECISION MAKING
2021
The importance of the urinary output criterion for the detection and prognostic meaning of AKI
Jill Vanmassenhove
Johan Steen
Stijn Vansteelandt
Pawel Morzywolek
Eric Hoste
Johan Decruyenaere
Dominique Benoit
Wim Van Biesen
A1
Journal Article
in
SCIENTIFIC REPORTS
2021
2020
Antimicrobial de-escalation in the critically ill patient and assessment of clinical cure : the DIANA study
Liesbet De Bus
Pieter Depuydt
Johan Steen
Sofie Dhaese
Ken De Smet
Alexis Tabah
Murat Akova
Menino Osbert Cotta
Gennaro De Pascale
George Dimopoulos
et al.
A1
Journal Article
in
INTENSIVE CARE MEDICINE
2020
Different potential interpretations of criteria for AKI when using automated decision support : impact on associated mortality
Wim Van Biesen
Johan Steen
Johan Decruyenaere
Dominique Benoit
Eric Hoste
Jill Vanmassenhove
C3
Conference
2020
Mechanisms of life-course socioeconomic inequalities in adult systemic inflammation : findings from two cohort studies
Cristian Carmeli
Johan Steen
Dusan Petrovic
Benoît Lepage
Cyrille Delpierre
Michelle Kelly-Irving
Murielle Bochud
Mika Kivimäki
Paolo Vineis
Silvia Stringhini
A1
Journal Article
in
SOCIAL SCIENCE & MEDICINE
2020
Obstetrical characteristics and neonatal outcome according to aetiology of preterm birth : a cohort study
Isabelle Dehaene
Eline Scheire
Johan Steen
Kris De Coen
Johan Decruyenaere
Koenraad Smets
Kristien Roelens
A1
Journal Article
in
ARCHIVES OF GYNECOLOGY AND OBSTETRICS
2020
The obesity paradox in critically ill patients : a causal learning approach to a casual finding
Alexander Decruyenaere
Johan Steen
Kirsten Colpaert
Dominique Benoit
Johan Decruyenaere
Stijn Vansteelandt
A1
Journal Article
in
CRITICAL CARE
2020
2019
Mediation analysis
Johan Steen
Stijn Vansteelandt
Bookchapter
in
Handbook of graphical models
2019
Mediation analysis of time‐to‐event endpoints accounting for repeatedly measured mediators subject to time‐varying confounding
Stijn Vansteelandt
Martin Linder
Sjouke Vandenberghe
Johan Steen
Jesper Madsen
A1
Journal Article
in
STATISTICS IN MEDICINE
2019
Multistate models in critical care : two steps forward, one step back
Johan Steen
Stijn Vansteelandt
Dominique Benoit
Johan Decruyenaere
A1
Journal Article
in
CRITICAL CARE MEDICINE
2019
2018
A complete and multifaceted overview of antibiotic use and infection diagnosis in the intensive care unit : results from a prospective four-year registration
Liesbet De Bus
Bram Gadeyne
Johan Steen
Jerina Boelens
Geert Claeys
Dominique Benoit
Jan De Waele
Johan Decruyenaere
Pieter Depuydt
A1
Journal Article
in
CRITICAL CARE
2018
Perception of inappropriate cardiopulmonary resuscitation by clinicians working in emergency departments and ambulance services : the REAPPROPRIATE international, multi-centre, cross sectional survey
Patrick Druwé
Koenraad G. Monsieurs
Ruth Piers
James Gagg
Shinji Nakahara
Evan Avraham Alpert
Hans van Schuppen
Gábor Élő
Anatolij Truhlář
Sofie A. Huybrechts
et al.
A1
Journal Article
in
RESUSCITATION
2018
2017
Flexible mediation analysis with multiple mediators
Johan Steen
Tom Loeys
Beatrijs Moerkerke
Stijn Vansteelandt
A1
Journal Article
in
AMERICAN JOURNAL OF EPIDEMIOLOGY
2017
medflex : an R package for flexible mediation analysis using natural effect models
Johan Steen
Tom Loeys
Beatrijs Moerkerke
Stijn Vansteelandt
A1
Journal Article
in
JOURNAL OF STATISTICAL SOFTWARE
2017
2016
Flexible causal mediation analysis using natural effect models
Johan Steen
Stijn Vansteelandt
Tom Loeys
Beatrijs Moerkerke
Dissertation
2016
2015
Medflex: flexible mediation analysis using natural effect models in R
Johan Steen
Tom Loeys
Beatrijs Moerkerke
Theis Lange
Stijn Vansteelandt
C3
Conference
2015
2014
False belief and counterfactual reasoning in a social environment
Nicole Van Hoeck
Elizabet Begtas
Johan Steen
Jenny Kestemont
Marie Vandekerckhove
Frank Van Overwalle
A1
Journal Article
in
NEUROIMAGE
2014
Imputation strategies for natural effect models probing mediation
Johan Steen
Tom Loeys
Beatrijs Moerkerke
Stijn Vansteelandt
C3
Conference
2014
Involvement of the mentalizing network in social and non-social high construal
Kris Baetens
Ning Ma
Johan Steen
Frank Van Overwalle
A1
Journal Article
in
SOCIAL COGNITIVE AND AFFECTIVE NEUROSCIENCE
2014
2013
Flexible mediation analysis in the presence of nonlinear relations: beyond the mediation formula
Tom Loeys
Beatrijs Moerkerke
Olivia De Smet
Ann Buysse
Johan Steen
Stijn Vansteelandt
A1
Journal Article
in
MULTIVARIATE BEHAVIORAL RESEARCH
2013
2010
Wavelet-based functional mixed models for the analysis of lateralized readiness potentials
Tom Loeys
Johan Steen
Björn Van Loy
C3
Conference
2010