Ewout W Steyerberg

Ewout W Steyerberg

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Ewout W Steyerberg

Ewout W Steyerberg

Publications by authors named "Ewout W Steyerberg"

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Adherence to Active Surveillance Protocols for Low-risk Prostate Cancer: Results of the Movember Foundation's Global Action Plan Prostate Cancer Active Surveillance Initiative.

Authors:
Arveen A Kalapara Jan F M Verbeek Daan Nieboer Michael Fahey Vincent Gnanapragasam Mieke Van Hemelrijck Lui Shiong Lee Chris H Bangma Ewout W Steyerberg Tim Harkin Jozien Helleman Monique J Roobol Mark Frydenberg

Eur Urol Oncol 2020 Feb 26;3(1):80-91. Epub 2019 Sep 26.

Department of Surgery, Faculty of Medicine, Monash University, Melbourne, Victoria, Australia; Department of Urology, Monash Health, Victoria, Australia. Electronic address:

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http://dx.doi.org/10.1016/j.euo.2019.08.014DOI Listing
February 2020

Letter to the editor: a response to Ming's study on machine learning techniques for personalized breast cancer risk prediction.

Authors:
Daniele Giardiello Antonis C Antoniou Luigi Mariani Douglas F Easton Ewout W Steyerberg

Breast Cancer Res 2020 02 10;22(1):17. Epub 2020 Feb 10.

Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands.

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http://dx.doi.org/10.1186/s13058-020-1255-4DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7011440PMC
February 2020

Conditional Survival After Resection for Pancreatic Cancer: A Population-Based Study and Prediction Model.

Authors:
Anouk E J Latenstein Stijn van Roessel Lydia G M van der Geest Bert A Bonsing Cornelis H C Dejong Bas Groot Koerkamp Ignace H J T de Hingh Marjolein Y V Homs Joost M Klaase Valery Lemmens I Quintus Molenaar Ewout W Steyerberg Martijn W J Stommel Olivier R Busch Casper H J van Eijck Hanneke W M van Laarhoven Johanna W Wilmink Marc G Besselink

Ann Surg Oncol 2020 Feb 12. Epub 2020 Feb 12.

Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.

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http://dx.doi.org/10.1245/s10434-020-08235-wDOI Listing
February 2020

Development of a multivariable prediction model for identification of patients at risk for medication transfer errors at ICU discharge.

Authors:
Liesbeth B E Bosma Nienke van Rein Nicole G M Hunfeld Ewout W Steyerberg Piet H G J Melief Patricia M L A van den Bemt

PLoS One 2019 30;14(4):e0215459. Epub 2019 Apr 30.

Erasmus University Medical Center, Department of Hospital Pharmacy, CA, Rotterdam, The Netherlands.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0215459PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6490883PMC
January 2020

Prognosis in Moderate and Severe Traumatic Brain Injury: A Systematic Review of Contemporary Models and Validation Studies.

Authors:
Simone A Dijkland Kelly A Foks Suzanne Polinder Diederik W J Dippel Andrew I R Maas Hester F Lingsma Ewout W Steyerberg

J Neurotrauma 2020 Jan 5;37(1):1-13. Epub 2019 Aug 5.

Department of Public Health, Center for Medical Decision Making, Erasmus MC-University Medical Center Rotterdam, the Netherlands.

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http://dx.doi.org/10.1089/neu.2019.6401DOI Listing
January 2020

Prostate Magnetic Resonance Imaging, with or Without Magnetic Resonance Imaging-targeted Biopsy, and Systematic Biopsy for Detecting Prostate Cancer: A Cochrane Systematic Review and Meta-analysis.

Authors:
Frank-Jan H Drost Daniel Osses Daan Nieboer Chris H Bangma Ewout W Steyerberg Monique J Roobol Ivo G Schoots

Eur Urol 2020 Jan 18;77(1):78-94. Epub 2019 Jul 18.

Department of Radiology & Nuclear Medicine, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands. Electronic address:

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http://dx.doi.org/10.1016/j.eururo.2019.06.023DOI Listing
January 2020

Adherence to recommendations of Barrett's esophagus surveillance guidelines: a systematic review and meta-analysis.

Authors:
Carlijn A M Roumans Ruben D van der Bogt Ewout W Steyerberg Dimitris Rizopoulos Iris Lansdorp-Vogelaar Prateek Sharma Manon C W Spaander Marco J Bruno

Endoscopy 2020 Jan 17;52(1):17-28. Epub 2019 Sep 17.

Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands.

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http://dx.doi.org/10.1055/a-0995-0134DOI Listing
January 2020

Editorial Comment.

Authors:
Ewout W Steyerberg

J Urol 2020 Jan 13:101097JU000000000000062202. Epub 2020 Jan 13.

Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden.

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http://dx.doi.org/10.1097/JU.0000000000000622.02DOI Listing
January 2020

A Urine-Based Genomic Assay to Triage Patients with Hematuria for Cystoscopy.

Authors:
Kim E M van Kessel Joep J de Jong Angelique C J Ziel-van der Made Hossain Roshani Stefan M Haensel Josien H Wolterbeek Egbert R Boevé Eric H G M Oomens Niels J van Casteren Manuel Krispin Joost L Boormans Ewout W Steyerberg Wim van Criekinge Ellen C Zwarthoff

J Urol 2020 Jan 27:101097JU0000000000000786. Epub 2020 Jan 27.

Department of Pathology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands.

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http://dx.doi.org/10.1097/JU.0000000000000786DOI Listing
January 2020

Predictive analytics in health care: how can we know it works?

Authors:
Ben Van Calster Laure Wynants Dirk Timmerman Ewout W Steyerberg Gary S Collins

J Am Med Inform Assoc 2019 Dec;26(12):1651-1654

Centre for Statistics in Medicine, Nuffield, Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, UK.

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http://dx.doi.org/10.1093/jamia/ocz130DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6857503PMC
December 2019

Statistics versus machine learning: definitions are interesting (but understanding, methodology, and reporting are more important).

Authors:
Ben Van Calster Jan Y Verbakel Evangelia Christodoulou Ewout W Steyerberg Gary S Collins

J Clin Epidemiol 2019 Dec 16;116:137-138. Epub 2019 Aug 16.

Centre for Statistics in Medicine, Botnar Research Centre, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre, John Radcliffe Hospital, Oxford, UK.

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http://dx.doi.org/10.1016/j.jclinepi.2019.08.002DOI Listing
December 2019

Effects of Family History on Relative and Absolute Risks for Colorectal Cancer: A Systematic Review and Meta-Analysis.

Authors:
Victorine H Roos Carolina Mangas-Sanjuan Mar Rodriguez-Girondo Lucia Medina-Prado Ewout W Steyerberg Patrick M M Bossuyt Evelien Dekker Rodrigo Jover Monique E van Leerdam

Clin Gastroenterol Hepatol 2019 Dec 13;17(13):2657-2667.e9. Epub 2019 Sep 13.

Department of Gastroenterology and Hepatology, Netherlands Cancer Institute, Amsterdam, the Netherlands; Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, the Netherlands. Electronic address:

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http://dx.doi.org/10.1016/j.cgh.2019.09.007DOI Listing
December 2019

Preterm neonates benefit from low prophylactic platelet transfusion threshold despite varying risk of bleeding or death.

Authors:
Susanna F Fustolo-Gunnink Karin Fijnvandraat David van Klaveren Simon J Stanworth Anna Curley Wes Onland Ewout W Steyerberg Ellen de Kort Esther J d'Haens Christian V Hulzebos Elise J Huisman Willem P de Boode Enrico Lopriore Johanna G van der Bom

Blood 2019 12;134(26):2354-2360

Center for Clinical Transfusion Research, Sanquin Research, Leiden, The Netherlands.

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http://dx.doi.org/10.1182/blood.2019000899DOI Listing
December 2019

Association between Cerebrovascular Reactivity Monitoring and Mortality Is Preserved When Adjusting for Baseline Admission Characteristics in Adult Traumatic Brain Injury: A CENTER-TBI Study.

Authors:
Frederick A Zeiler Ari Ercole Erta Beqiri Manuel Cabeleira Eric P Thelin Nino Stocchetti Ewout W Steyerberg Andrew I R Maas David K Menon Marek Czosnyka Peter Smielewski

J Neurotrauma 2019 Dec 30. Epub 2019 Dec 30.

Brain Physics Laboratory, Division of Neurosurgery, Addenbrooke's Hospital, University of Cambridge, Cambridge, United Kingdom.

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http://dx.doi.org/10.1089/neu.2019.6808DOI Listing
December 2019

Prognostic Validation of the NINDS Standardized Pathoanatomic Terms and Definitions for the Reporting of Acute Traumatic Brain Injuries: A CENTER-TBI study.

Authors:
Thijs Vande Vyvere Ezequiel de la Rosa Guido Wilms Daan Nieboer Ewout W Steyerberg Andrew Maas Jan Verheyden Luc van den Hauwe Paul M Parizel

J Neurotrauma 2019 Dec 6. Epub 2019 Dec 6.

University Hospital Antwerp, 60202, Edegem, Belgium;

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http://dx.doi.org/10.1089/neu.2019.6710DOI Listing
December 2019

Calibration: the Achilles heel of predictive analytics.

Authors:
Ben Van Calster David J McLernon Maarten van Smeden Laure Wynants Ewout W Steyerberg

BMC Med 2019 Dec 16;17(1):230. Epub 2019 Dec 16.

Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, Netherlands.

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http://dx.doi.org/10.1186/s12916-019-1466-7DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6912996PMC
December 2019

Prediction and clinical utility of a contralateral breast cancer risk model.

Authors:
Daniele Giardiello Ewout W Steyerberg Michael Hauptmann Muriel A Adank Delal Akdeniz Carl Blomqvist Stig E Bojesen Manjeet K Bolla Mariël Brinkhuis Jenny Chang-Claude Kamila Czene Peter Devilee Alison M Dunning Douglas F Easton Diana M Eccles Peter A Fasching Jonine Figueroa Henrik Flyger Montserrat García-Closas Lothar Haeberle Christopher A Haiman Per Hall Ute Hamann John L Hopper Agnes Jager Anna Jakubowska Audrey Jung Renske Keeman Iris Kramer Diether Lambrechts Loic Le Marchand Annika Lindblom Jan Lubiński Mehdi Manoochehri Luigi Mariani Heli Nevanlinna Hester S A Oldenburg Saskia Pelders Paul D P Pharoah Mitul Shah Sabine Siesling Vincent T H B M Smit Melissa C Southey William J Tapper Rob A E M Tollenaar Alexandra J van den Broek Carolien H M van Deurzen Flora E van Leeuwen Chantal van Ongeval Laura J Van't Veer Qin Wang Camilla Wendt Pieter J Westenend Maartje J Hooning Marjanka K Schmidt

Breast Cancer Res 2019 12 17;21(1):144. Epub 2019 Dec 17.

Division of Molecular Pathology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands.

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http://dx.doi.org/10.1186/s13058-019-1221-1DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6918633PMC
December 2019

Prevalence and Prognostic Factors for Psychological Distress After Trauma.

Authors:
Leonie de Munter Suzanne Polinder Juanita A Haagsma Nena Kruithof Cornelis L P van de Ree Ewout W Steyerberg Mariska de Jongh

Arch Phys Med Rehabil 2019 Dec 23. Epub 2019 Dec 23.

Department Trauma TopCare, Elisabeth-TweeSteden Hospital, Tilburg; Brabant Trauma Registry, Network Emergency Care Brabant, The Netherlands.

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http://dx.doi.org/10.1016/j.apmr.2019.10.196DOI Listing
December 2019

International validation and update of the Amsterdam model for prediction of survival after pancreatoduodenectomy for pancreatic cancer.

Authors:
Stijn van Roessel Marin Strijker Ewout W Steyerberg Jesse V Groen J Sven Mieog Vincent P Groot Jin He Matteo De Pastena Giovanni Marchegiani Claudio Bassi Amal Suhool Jin-Young Jang Olivier R Busch Asif Halimi Laura Zarantonello Bas Groot Koerkamp Jaswinder S Samra Anubhav Mittal Anthony J Gill Louisa Bolm Casper H van Eijck Mohammed Abu Hilal Marco Del Chiaro Tobias Keck Adnan Alseidi Christopher L Wolfgang Giuseppe Malleo Marc G Besselink

Eur J Surg Oncol 2019 Dec 28. Epub 2019 Dec 28.

Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, the Netherlands. Electronic address:

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http://dx.doi.org/10.1016/j.ejso.2019.12.023DOI Listing
December 2019

Efficient design and analysis of randomized controlled trials in rare neurological diseases: An example in Guillain-Barré syndrome.

Authors:
Nikki van Leeuwen Christa Walgaard Pieter A van Doorn Bart C Jacobs Ewout W Steyerberg Hester F Lingsma

PLoS One 2019 20;14(2):e0211404. Epub 2019 Feb 20.

Centre for Medical Decision Making, Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0211404PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6382155PMC
November 2019

Evolution of Evidence and Guideline Recommendations for the Medical Management of Severe Traumatic Brain Injury.

Authors:
Victor Volovici Ewout W Steyerberg Maryse C Cnossen Iain K Haitsma Clemens M F Dirven Andrew I R Maas Hester F Lingsma

J Neurotrauma 2019 Nov 31;36(22):3183-3189. Epub 2019 Jul 31.

Center for Medical Decision Making, Department of Public Health, Erasmus Medical Center Rotterdam, Rotterdam, The Netherlands.

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http://dx.doi.org/10.1089/neu.2019.6474DOI Listing
November 2019

Towards a new multidimensional classification of traumatic brain injury: a CENTER-TBI study.

Authors:
Benjamin Gravesteijn Charlie Sewalt Ari Ercole Cecilia Akerlund David Nelson Andrew Maas David Menon Hester F Lingsma Ewout W Steyerberg

J Neurotrauma 2019 Nov 1. Epub 2019 Nov 1.

Erasmus MC, Public Health, PO Box 1738, Rotterdam, Netherlands, 3000 DR;

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http://dx.doi.org/10.1089/neu.2019.6764DOI Listing
November 2019

Changing predictor measurement procedures affected the performance of prediction models in clinical examples.

Authors:
Kim Luijken Laure Wynants Maarten van Smeden Ben Van Calster Ewout W Steyerberg Rolf H H Groenwold

J Clin Epidemiol 2019 Nov 9;119:7-18. Epub 2019 Nov 9.

Department of Clinical Epidemiology, Leiden University Medical Centre, Leiden, the Netherlands; Department of Biomedical Data Sciences, Leiden University Medical Centre, Leiden, the Netherlands.

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http://dx.doi.org/10.1016/j.jclinepi.2019.11.001DOI Listing
November 2019

The Predictive Approaches to Treatment effect Heterogeneity (PATH) Statement: Explanation and Elaboration.

Authors:
David M Kent David van Klaveren Jessica K Paulus Ralph D'Agostino Steve Goodman Rodney Hayward John P A Ioannidis Bray Patrick-Lake Sally Morton Michael Pencina Gowri Raman Joseph S Ross Harry P Selker Ravi Varadhan Andrew Vickers John B Wong Ewout W Steyerberg

Ann Intern Med 2019 Nov 12. Epub 2019 Nov 12.

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http://dx.doi.org/10.7326/M18-3668DOI Listing
November 2019

The Predictive Approaches to Treatment effect Heterogeneity (PATH) Statement.

Authors:
David M Kent Jessica K Paulus David van Klaveren Ralph D'Agostino Steve Goodman Rodney Hayward John P A Ioannidis Bray Patrick-Lake Sally Morton Michael Pencina Gowri Raman Joseph S Ross Harry P Selker Ravi Varadhan Andrew Vickers John B Wong Ewout W Steyerberg

Ann Intern Med 2019 Nov 12. Epub 2019 Nov 12.

Leiden University Medical Center, Leiden, the Netherlands (E.W.S.).

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http://dx.doi.org/10.7326/M18-3667DOI Listing
November 2019

Post-Concussion Symptoms in Complicated vs. Uncomplicated Mild Traumatic Brain Injury Patients at Three and Six Months Post-Injury: Results from the CENTER-TBI Study.

Authors:
Daphne C Voormolen Juanita A Haagsma Suzanne Polinder Andrew I R Maas Ewout W Steyerberg Petar Vuleković Charlie A Sewalt Benjamin Y Gravesteijn Amra Covic Nada Andelic Anne Marie Plass Nicole von Steinbuechel

J Clin Med 2019 Nov 8;8(11). Epub 2019 Nov 8.

Institute of Medical Psychology and Medical Sociology, University Medical Göttingen (UMG), 37075 Göttingen, Germany.

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http://dx.doi.org/10.3390/jcm8111921DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6912209PMC
November 2019

Handling of Missing Outcome Data in Traumatic Brain Injury Research: A Systematic Review.

Authors:
Sophie Richter Susan Stevenson Tom Newman Lindsay Wilson David K Menon Andrew I R Maas Daan Nieboer Hester Lingsma Ewout W Steyerberg Virginia F J Newcombe

J Neurotrauma 2019 Oct 17;36(19):2743-2752. Epub 2019 Jun 17.

University Division of Anaesthesia, Department of Medicine, University of Cambridge, Cambridge, United Kingdom.

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https://www.liebertpub.com/doi/10.1089/neu.2018.6216
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http://dx.doi.org/10.1089/neu.2018.6216DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6744946PMC
October 2019

Models with interactions overestimated heterogeneity of treatment effects and were prone to treatment mistargeting.

Authors:
David van Klaveren Theodor A Balan Ewout W Steyerberg David M Kent

J Clin Epidemiol 2019 Oct 10;114:72-83. Epub 2019 Jun 10.

Predictive Analytics and Comparative Effectiveness Center, Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA, USA.

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http://dx.doi.org/10.1016/j.jclinepi.2019.05.029DOI Listing
October 2019

Research Note: Prognostic model research: overfitting, validation and application.

Authors:
Isabel Ra Retel Helmrich David van Klaveren Ewout W Steyerberg

J Physiother 2019 Oct 11;65(4):243-245. Epub 2019 Sep 11.

Department of Public Health, Center for Medical Decision Making / Erasmus MC-University Medical Center Rotterdam, The Netherlands; Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands.

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http://dx.doi.org/10.1016/j.jphys.2019.08.009DOI Listing
October 2019

Case-mix, care pathways, and outcomes in patients with traumatic brain injury in CENTER-TBI: a European prospective, multicentre, longitudinal, cohort study.

Authors:
Ewout W Steyerberg Eveline Wiegers Charlie Sewalt Andras Buki Giuseppe Citerio Véronique De Keyser Ari Ercole Kevin Kunzmann Linda Lanyon Fiona Lecky Hester Lingsma Geoffrey Manley David Nelson Wilco Peul Nino Stocchetti Nicole von Steinbüchel Thijs Vande Vyvere Jan Verheyden Lindsay Wilson Andrew I R Maas David K Menon

Lancet Neurol 2019 Oct;18(10):923-934

Division of Anaesthesia, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK.

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http://dx.doi.org/10.1016/S1474-4422(19)30232-7DOI Listing
October 2019

A simple, step-by-step guide to interpreting decision curve analysis.

Authors:
Andrew J Vickers Ben van Calster Ewout W Steyerberg

Diagn Progn Res 2019 4;3:18. Epub 2019 Oct 4.

3Department of Biomedical Data Sciences, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, Netherlands.

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http://dx.doi.org/10.1186/s41512-019-0064-7DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6777022PMC
October 2019

Comparative effectiveness of surgery in traumatic acute subdural and intracerebral haematoma: study protocol for a prospective observational study within CENTER-TBI and Net-QuRe.

Authors:
Thomas A Van Essen Victor Volovici Maryse C Cnossen Angelos Kolias Iris Ceyisakar Daan Nieboer Lianne D Peppel Majanka Heijenbrok-Kal Gerard Ribbers David Menon Peter Hutchinson Bart Depreitere Godard C W de Ruiter Hester F Lingsma Ewout W Steyerberg Andrew I Maas Wilco C Peul

BMJ Open 2019 Oct 16;9(10):e033513. Epub 2019 Oct 16.

University Neurosurgical Centre Holland, Leiden University Medical Centre, Haaglanden Medical Centre and Haga Teaching Hospital, Leiden and The Hague, The Netherlands.

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http://dx.doi.org/10.1136/bmjopen-2019-033513DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6797419PMC
October 2019

Three myths about risk thresholds for prediction models.

Authors:
Laure Wynants Maarten van Smeden David J McLernon Dirk Timmerman Ewout W Steyerberg Ben Van Calster

BMC Med 2019 10 25;17(1):192. Epub 2019 Oct 25.

KU Leuven Department of Development and Regeneration, Leuven, Belgium.

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http://dx.doi.org/10.1186/s12916-019-1425-3DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6814132PMC
October 2019

Updated Alternative Fistula Risk Score (ua-FRS) to Include Minimally Invasive Pancreatoduodenectomy: Pan-European Validation.

Authors:
Timothy H Mungroop Sjors Klompmaker Ulrich F Wellner Ewout W Steyerberg Andrea Coratti Mathieu D'Hondt Matteo de Pastena Safi Dokmak Igor Khatov Olivier Saint-Marc Uwe Wittel Mohammed Abu Hilal David Fuks Ignasi Poves Tobias Keck Ugo Boggi Marc G Besselink

Ann Surg 2019 Sep 4. Epub 2019 Sep 4.

Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, The Netherlands.

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http://dx.doi.org/10.1097/SLA.0000000000003234DOI Listing
September 2019

The Integrated Calibration Index (ICI) and related metrics for quantifying the calibration of logistic regression models.

Authors:
Peter C Austin Ewout W Steyerberg

Stat Med 2019 Sep 3;38(21):4051-4065. Epub 2019 Jul 3.

Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands.

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http://dx.doi.org/10.1002/sim.8281DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6771733PMC
September 2019

Predicting the extent of nodal involvement for node positive breast cancer patients: Development and validation of a novel tool.

Authors:
Ingrid van den Hoven David van Klaveren Nicole C Verheuvel Raquel F D van la Parra Adri C Voogd Wilfred K de Roos Koop Bosscha Esther M Heuts Vivianne C G Tjan-Heijnen Rudi M H Roumen Ewout W Steyerberg

J Surg Oncol 2019 Sep 23;120(4):578-586. Epub 2019 Jul 23.

Department of Public Health, Center for Medical Decision Sciences, Erasmus MC, Rotterdam, The Netherlands.

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http://dx.doi.org/10.1002/jso.25644DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6771524PMC
September 2019

Assessment of heterogeneity in an individual participant data meta-analysis of prediction models: An overview and illustration.

Authors:
Ewout W Steyerberg Daan Nieboer Thomas P A Debray Hans C van Houwelingen

Stat Med 2019 Sep 2;38(22):4290-4309. Epub 2019 Aug 2.

Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands.

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http://dx.doi.org/10.1002/sim.8296DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6772012PMC
September 2019

Fundamentals of Clinical Prediction Modeling for the Neurosurgeon.

Authors:
Hendrik-Jan Mijderwijk Ewout W Steyerberg Hans-Jakob Steiger Igor Fischer Marcel A Kamp

Neurosurgery 2019 09;85(3):302-311

Department of Neurosurgery, Heinrich-Heine University Medical Center, Düsseldorf, Germany.

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http://dx.doi.org/10.1093/neuros/nyz282DOI Listing
September 2019

Understanding of interaction (subgroup) analysis in clinical trials.

Authors:
Milos Brankovic Isabella Kardys Ewout W Steyerberg Stanley Lemeshow Maja Markovic Dimitris Rizopoulos Eric Boersma

Eur J Clin Invest 2019 Aug 14;49(8):e13145. Epub 2019 Jun 14.

Clinical Epidemiology Unit, Department of Cardiology, Erasmus Medical Center, Rotterdam, The Netherlands.

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https://onlinelibrary.wiley.com/doi/abs/10.1111/eci.13145
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http://dx.doi.org/10.1111/eci.13145DOI Listing
August 2019

A cardiovascular risk prediction model for older people: Development and validation in a primary care population.

Authors:
Emma F van Bussel Edo Richard Wim B Busschers Ewout W Steyerberg Willem A van Gool Eric P Moll van Charante Marieke P Hoevenaar-Blom

J Clin Hypertens (Greenwich) 2019 Aug 11;21(8):1145-1152. Epub 2019 Jul 11.

Department of Neurology, Donderds Centre for Brain, Behaviour and Cognition, Radboud University Medical Center, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1111/jch.13617DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6772108PMC
August 2019

Designing Unforced Choice Experiments to Inform Health Care Decision Making: Implications of Using Opt-Out, Neither, or Status Quo Alternatives in Discrete Choice Experiments.

Authors:
Domino Determann Dorte Gyrd-Hansen G Ardine de Wit Esther W de Bekker-Grob Ewout W Steyerberg Mattijs S Lambooij Line Bjørnskov Pedersen

Med Decis Making 2019 08 29;39(6):681-692. Epub 2019 Jul 29.

DaCHE-Danish Centre for Health Economics, Department of Public Health, University of Southern Denmark, Odense, Denmark.

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http://dx.doi.org/10.1177/0272989X19862275DOI Listing
August 2019

Assessing a Patient's Individual Risk of Biopsy-detectable Prostate Cancer: Be Aware of Case Mix Heterogeneity and A Priori Likelihood.

Authors:
Jan F M Verbeek Daan Nieboer Ewout W Steyerberg Monique J Roobol

Eur Urol Oncol 2019 Aug 17. Epub 2019 Aug 17.

Department of Urology, Erasmus Medical Center, Rotterdam, The Netherlands.

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http://dx.doi.org/10.1016/j.euo.2019.07.012DOI Listing
August 2019

Between-center and between-country differences in outcome after aneurysmal subarachnoid hemorrhage in the Subarachnoid Hemorrhage International Trialists (SAHIT) repository.

Authors:
Simone A Dijkland Blessing N R Jaja Mathieu van der Jagt Bob Roozenbeek Mervyn D I Vergouwen Jose I Suarez James C Torner Michael M Todd Walter M van den Bergh Gustavo Saposnik Daniel W Zumofen Michael D Cusimano Stephan A Mayer Benjamin W Y Lo Ewout W Steyerberg Diederik W J Dippel Tom A Schweizer R Loch Macdonald Hester F Lingsma

J Neurosurg 2019 08 23:1-9. Epub 2019 Aug 23.

Departments of1Public Health.

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August 2019

Development and Validation of a Dementia Risk Prediction Model in the General Population: An Analysis of Three Longitudinal Studies.

Authors:
Silvan Licher Maarten J G Leening Pinar Yilmaz Frank J Wolters Jan Heeringa Patrick J E Bindels Meike W Vernooij Blossom C M Stephan Ewout W Steyerberg M Kamran Ikram M Arfan Ikram

Am J Psychiatry 2019 07 11;176(7):543-551. Epub 2018 Dec 11.

The Department of Epidemiology (Licher, Leening, Yilmaz, Wolters, Heeringa, Vernooij, M.K. Ikram, M.A. Ikram), the Department of Neurology (Wolters, M.K. Ikram), the Department of Cardiology (Leening), the Department of Radiology and Nuclear Medicine (Yilmaz, Vernooij), and the Department of General Practice (Bindels), Erasmus MC-University Medical Center Rotterdam, Rotterdam, the Netherlands; the Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Leening, Wolters); the Institute of Health and Society, Newcastle University, Newcastle, U.K. (Stephan); the Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands (Steyerberg); and the Center for Medical Decision Making, Department of Public Health, Erasmus MC-University Medical Center Rotterdam, Rotterdam, the Netherlands (Steyerberg).

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http://dx.doi.org/10.1176/appi.ajp.2018.18050566DOI Listing
July 2019

Personalized Decision Making for Biopsies in Prostate Cancer Active Surveillance Programs.

Authors:
Anirudh Tomer Dimitris Rizopoulos Daan Nieboer Frank-Jan Drost Monique J Roobol Ewout W Steyerberg

Med Decis Making 2019 07 18;39(5):499-508. Epub 2019 Jul 18.

Department of Public Health, Erasmus University Medical Center, Rotterdam, Zuid-Holland, the Netherlands.

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http://dx.doi.org/10.1177/0272989X19861963DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6791024PMC
July 2019

Genetic Influences on Patient-Oriented Outcomes in Traumatic Brain Injury: A Living Systematic Review of Non-Apolipoprotein E Single-Nucleotide Polymorphisms.

Authors:
Frederick A Zeiler Charles McFadyen Virginia F J Newcombe Anneliese Synnot Emma L Donoghue Samuli Ripatti Ewout W Steyerberg Russel L Gruen Thomas W McAllister Jonathan Rosand Aarno Palotie Andrew I R Maas David K Menon

J Neurotrauma 2019 Jun 7. Epub 2019 Jun 7.

Division of Anaesthesia, University of Cambridge, Cambridge, United Kingdom.

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http://dx.doi.org/10.1089/neu.2017.5583DOI Listing
June 2019

A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models.

Authors:
Evangelia Christodoulou Jie Ma Gary S Collins Ewout W Steyerberg Jan Y Verbakel Ben Van Calster

J Clin Epidemiol 2019 Jun 11;110:12-22. Epub 2019 Feb 11.

Department of Development & Regeneration, KU Leuven, Herestraat 49 box 805, Leuven, 3000 Belgium; Department of Biomedical Data Sciences, Leiden University Medical Centre, Albinusdreef 2, Leiden, 2333 ZA The Netherlands. Electronic address:

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June 2019

The calibrated model-based concordance improved assessment of discriminative ability in patient clusters of limited sample size.

Authors:
David van Klaveren Ewout W Steyerberg Mithat Gönen Yvonne Vergouwe

Diagn Progn Res 2019 6;3:11. Epub 2019 Jun 6.

1Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6551913PMC
June 2019

Ranking hospital performance based on individual indicators: can we increase reliability by creating composite indicators?

Authors:
Peter C Austin Iris E Ceyisakar Ewout W Steyerberg Hester F Lingsma Perla J Marang-van de Mheen

BMC Med Res Methodol 2019 06 26;19(1):131. Epub 2019 Jun 26.

Department of Biomedical Data Sciences, Medical Decision Making, Leiden University Medical Centre, PO Box 9600, 2300 RC, Leiden, The Netherlands.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6595591PMC
June 2019

Improvement of the performance of survival prediction in the ageing blunt trauma population: A cohort study.

Authors:
Leonie de Munter Nancy C W Ter Bogt Suzanne Polinder Charlie A Sewalt Ewout W Steyerberg Mariska A C de Jongh

PLoS One 2018 18;13(12):e0209099. Epub 2018 Dec 18.

Department Trauma TopCare, Elisabeth-TweeSteden Hospital (ETZ Ziekenhuis), Tilburg, the Netherlands.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6298684PMC
May 2019

Variation in Guideline Implementation and Adherence Regarding Severe Traumatic Brain Injury Treatment: A CENTER-TBI Survey Study in Europe.

Authors:
Victor Volovici Ari Ercole Giuseppe Citerio Nino Stocchetti Iain K Haitsma Jilske A Huijben Clemens M F Dirven Mathieu van der Jagt Ewout W Steyerberg David Nelson Maryse C Cnossen Andrew I R Maas Suzanne Polinder David K Menon Hester F Lingsma

World Neurosurg 2019 05 31;125:e515-e520. Epub 2019 Jan 31.

Center for Medical Decision Making, Department of Public Health, Erasmus MC, Rotterdam, the Netherlands.

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http://dx.doi.org/10.1016/j.wneu.2019.01.116DOI Listing
May 2019

Artificial Intelligence Algorithms for Medical Prediction Should Be Nonproprietary and Readily Available.

Authors:
Ben Van Calster Ewout W Steyerberg Gary S Collins

JAMA Intern Med 2019 05;179(5):731

Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom.

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http://dx.doi.org/10.1001/jamainternmed.2019.0597DOI Listing
May 2019

Response to Walker et al. (doi: 10.1089/neu.2017.5359): Predicting Long-Term Global Outcome after Traumatic Brain Injury.

Authors:
Kelly A Foks Simone A Dijkland Ewout W Steyerberg

J Neurotrauma 2019 Apr 22;36(8):1382-1383. Epub 2018 Nov 22.

1 Department of Public Health, Center for Medical Decision Making, Erasmus MC-University Medical Center Rotterdam, the Netherlands.

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http://dx.doi.org/10.1089/neu.2018.5979DOI Listing
April 2019

Comparative Effectiveness of Surgery for Traumatic Acute Subdural Hematoma in an Aging Population.

Authors:
Thomas A van Essen Mark D Dijkman Maryse C Cnossen Walid Moudrous Hilko Ardon Guus G Schoonman Ewout W Steyerberg Wilco C Peul Hester F Lingsma Godard C W de Ruiter

J Neurotrauma 2019 Apr 17;36(7):1184-1191. Epub 2018 Oct 17.

2 Department of Neurosurgery, Medial Center Haaglanden, The Hague, The Netherlands.

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http://dx.doi.org/10.1089/neu.2018.5869DOI Listing
April 2019

Ventricular Drainage Catheters versus Intracranial Parenchymal Catheters for Intracranial Pressure Monitoring-Based Management of Traumatic Brain Injury: A Systematic Review and Meta-Analysis.

Authors:
Victor Volovici Jilske A Huijben Ari Ercole Nino Stocchetti Clemens M F Dirven Mathieu van der Jagt Ewout W Steyerberg Hester F Lingsma David K Menon Andrew I R Maas Iain K Haitsma

J Neurotrauma 2019 Apr 30;36(7):988-995. Epub 2018 Oct 30.

1 Department of Neurosurgery, Erasmus MC, Rotterdam, The Netherlands.

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http://dx.doi.org/10.1089/neu.2018.6086DOI Listing
April 2019

Risk factors for metachronous contralateral breast cancer: A systematic review and meta-analysis.

Authors:
Delal Akdeniz Marjanka K Schmidt Caroline M Seynaeve Danielle McCool Daniele Giardiello Alexandra J van den Broek Michael Hauptmann Ewout W Steyerberg Maartje J Hooning

Breast 2019 Apr 6;44:1-14. Epub 2018 Dec 6.

Department of Medical Oncology, Family Cancer Clinic, Erasmus MC Cancer Institute, Rotterdam, Netherlands. Electronic address:

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April 2019

Sample size considerations and predictive performance of multinomial logistic prediction models.

Authors:
Valentijn M T de Jong Marinus J C Eijkemans Ben van Calster Dirk Timmerman Karel G M Moons Ewout W Steyerberg Maarten van Smeden

Stat Med 2019 04 6;38(9):1601-1619. Epub 2019 Jan 6.

Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands.

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http://dx.doi.org/10.1002/sim.8063DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6590172PMC
April 2019

Stress urinary incontinence after vaginal prolapse repair: development and internal validation of a prediction model with and without the stress test.

Authors:
J Marinus van der Ploeg Ewout W Steyerberg Sandra E Zwolsman C Huub van der Vaart Jan-Paul W R Roovers

Neurourol Urodyn 2019 04 7;38(4):1086-1092. Epub 2019 Mar 7.

Department of Obstetrics and Gynaecology, Academic Medical Centre, University of Amsterdam, Amsterdam, The Netherlands.

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http://dx.doi.org/10.1002/nau.23958DOI Listing
April 2019

A Predictive Model of Postnatal Surgical Intervention in Children With Prenatally Detected Congenital Anomalies of the Kidney and Urinary Tract.

Authors:
Mariana A Vasconcelos Eduardo A Oliveira Ana Cristina Simões E Silva Cristiane S Dias Robert H Mak Carolina C Fonseca Ana Paula M Campos Ewout W Steyerberg Yvonne Vergouwe

Front Pediatr 2019 2;7:120. Epub 2019 Apr 2.

Department of Public Health, Erasmus University Medical Center, Rotterdam, Netherlands.

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http://dx.doi.org/10.3389/fped.2019.00120DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6454042PMC
April 2019

A Tool for Shared Decision Making on Referral for Prostate Biopsy in the Primary Care Setting: Integrating Risks of Cancer with Life Expectancy.

Authors:
Jan F M Verbeek Daan Nieboer Chris Parker Michael W Kattan Ewout W Steyerberg Monique J Roobol

J Pers Med 2019 Apr 22;9(2). Epub 2019 Apr 22.

Department of Urology, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands.

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http://dx.doi.org/10.3390/jpm9020019DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6617187PMC
April 2019

Prostate MRI, with or without MRI-targeted biopsy, and systematic biopsy for detecting prostate cancer.

Authors:
Frank-Jan H Drost Daniël F Osses Daan Nieboer Ewout W Steyerberg Chris H Bangma Monique J Roobol Ivo G Schoots

Cochrane Database Syst Rev 2019 04 25;4:CD012663. Epub 2019 Apr 25.

Department of Radiology and Nuclear Medicine, Erasmus University Medical Center, 's-Gravendijkwal 230, Room NA-1710, P.O. Box 2040, Rotterdam, Zuid-Holland, Netherlands, 3015 CE.

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http://doi.wiley.com/10.1002/14651858.CD012663.pub2
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6483565PMC
April 2019

Personalized schedules for surveillance of low-risk prostate cancer patients.

Authors:
Anirudh Tomer Daan Nieboer Monique J Roobol Ewout W Steyerberg Dimitris Rizopoulos

Biometrics 2019 03 23;75(1):153-162. Epub 2018 Jul 23.

Department of Biostatistics, Erasmus University Medical Center, The Netherlands.

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http://dx.doi.org/10.1111/biom.12940DOI Listing
March 2019

Variation in neurosurgical management of traumatic brain injury: a survey in 68 centers participating in the CENTER-TBI study.

Authors:
Thomas A van Essen Hugo F den Boogert Maryse C Cnossen Godard C W de Ruiter Iain Haitsma Suzanne Polinder Ewout W Steyerberg David Menon Andrew I R Maas Hester F Lingsma Wilco C Peul

Acta Neurochir (Wien) 2019 03 19;161(3):435-449. Epub 2018 Dec 19.

Department of Neurosurgery, Leiden University Medical Center, University Neurosurgical Center Holland (UNCH), Leiden, The Netherlands.

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http://dx.doi.org/10.1007/s00701-018-3761-zDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6407836PMC
March 2019

Methods for updating a risk prediction model for cardiac surgery: a statistical primer.

Authors:
Sabrina Siregar Daan Nieboer Michel I M Versteegh Ewout W Steyerberg Johanna J M Takkenberg

Interact Cardiovasc Thorac Surg 2019 03;28(3):333-338

Department of Cardio-thoracic Surgery, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands.

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https://academic.oup.com/icvts/advance-article/doi/10.1093/i
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March 2019

Correction to: Variation in neurosurgical management of traumatic brain injury: a survey in 68 centers participating in the CENTER-TBI study.

Authors:
Thomas A van Essen Hugo F den Boogert Maryse C Cnossen Godard C W de Ruiter Iain Haitsma Suzanne Polinder Ewout W Steyerberg David Menon Andrew I R Maas Hester F Lingsma Wilco C Peul

Acta Neurochir (Wien) 2019 Mar;161(3):451-455

Department of Neurosurgery, Leiden University Medical Center, University Neurosurgical Center Holland (UNCH), Leiden, The Netherlands.

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http://dx.doi.org/10.1007/s00701-019-03815-6DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6828515PMC
March 2019

Risk of intracranial complications in minor head injury: the role of loss of consciousness and posttraumatic amnesia in a multicenter observational study.

Authors:
Kelly A Foks Simone A Dijkland Hester Lingsma Suzanne Polinder Crispijn L van den Brand Korné Jellema Bram Jacobs Joukje van der Naalt Özcan Sir Kim E Jie Guus G Schoonman Myriam G M Hunink Ewout W Steyerberg Diederik W J Dippel

J Neurotrauma 2019 Mar 12. Epub 2019 Mar 12.

Erasmus MC University Medical Center Rotterdam, Department of Neurology, Rotterdam, Zuid-Holland, Netherlands ;

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http://dx.doi.org/10.1089/neu.2018.6354DOI Listing
March 2019

A multicomponent prehabilitation pathway to reduce the incidence of delirium in elderly patients in need of major abdominal surgery: study protocol for a before-and-after study.

Authors:
Ties L Janssen Christina A Mosk Chantal C H A van Hoof-de Lepper Daphne Wielders Tom C J Seerden Ewout W Steyerberg Adriaan J van Gammeren Dominique C de Lange René van Alphen Martine van der Zee René M de Bruijn Jolanda de Vries Jan H Wijsman Gwan H Ho Paul D Gobardhan Lijckle van der Laan

BMC Geriatr 2019 03 20;19(1):87. Epub 2019 Mar 20.

Department of Surgery, Amphia Hospital, P.O. Box 90518, 4800 RK, Breda, The Netherlands.

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http://dx.doi.org/10.1186/s12877-019-1101-7DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6427885PMC
March 2019

Development of a quality indicator set to measure and improve quality of ICU care for patients with traumatic brain injury.

Authors:
Jilske A Huijben Eveline J A Wiegers Nicolette F de Keizer Andrew I R Maas David Menon Ari Ercole Giuseppe Citerio Fiona Lecky Lindsay Wilson Maryse C Cnossen Suzanne Polinder Ewout W Steyerberg Mathieu van der Jagt Hester F Lingsma

Crit Care 2019 03 22;23(1):95. Epub 2019 Mar 22.

Department of Public Health, Center for Medical Decision Making, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands.

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http://dx.doi.org/10.1186/s13054-019-2377-xDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6431034PMC
March 2019

Intensive care admission criteria for traumatic brain injury patients across Europe.

Authors:
Victor Volovici Ari Ercole Giuseppe Citerio Nino Stocchetti Iain K Haitsma Jilske A Huijben Clemens M F Dirven Mathieu van der Jagt Ewout W Steyerberg David Nelson Maryse C Cnossen Andrew I R Maas Suzanne Polinder David K Menon Hester F Lingsma

J Crit Care 2019 02 8;49:158-161. Epub 2018 Nov 8.

Center for Medical Decision Making, Department of Public Health, Erasmus MC, Rotterdam, the Netherlands.

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http://dx.doi.org/10.1016/j.jcrc.2018.11.002DOI Listing
February 2019

Single-number summary and decision analytic measures can happily coexist.

Authors:
Michael J Pencina Ewout W Steyerberg Ralph B D'Agostino

Stat Med 2019 02;38(3):499-500

Department of Mathematics and Statistics, Boston University, Boston, Massachusetts.

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http://dx.doi.org/10.1002/sim.8031DOI Listing
February 2019

Personalized Prehospital Triage in Acute Ischemic Stroke.

Authors:
Esmee Venema Hester F Lingsma Vicky Chalos Maxim J H L Mulder Maarten M H Lahr Aad van der Lugt Adriaan C G M van Es Ewout W Steyerberg M G Myriam Hunink Diederik W J Dippel Bob Roozenbeek

Stroke 2019 02;50(2):313-320

Department of Neurology (E.V., V.C., M.J.H.L.M., D.W.J.D., B.R.), Erasmus MC University Medical Center, Rotterdam, the Netherlands.

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https://www.ahajournals.org/doi/10.1161/STROKEAHA.118.022562
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6358183PMC
February 2019

Dual Antiplatelet Therapy Duration Based on Ischemic and Bleeding Risks After Coronary Stenting.

Authors:
Francesco Costa David Van Klaveren Fausto Feres Stefan James Lorenz Räber Thomas Pilgrim Myeong-Ki Hong Hyo-Soo Kim Antonio Colombo Philippe Gabriel Steg Deepak L Bhatt Gregg W Stone Stephan Windecker Ewout W Steyerberg Marco Valgimigli

J Am Coll Cardiol 2019 02;73(7):741-754

Swiss Cardiovascular Center Bern, Bern University Hospital, Bern, Switzerland. Electronic address:

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https://linkinghub.elsevier.com/retrieve/pii/S07351097183954
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http://dx.doi.org/10.1016/j.jacc.2018.11.048DOI Listing
February 2019

Needs with Regard to Decision Support Systems for Treating Patients with Incurable Non-small Cell Lung Cancer.

Authors:
Dóra Révész Ellen G Engelhardt Johannes J Tamminga Franz M N H Schramel Bregje D Onwuteaka-Philipsen Ewoudt M W van de Garde Ewout W Steyerberg Henrica C W de Vet Veerle M H Coupé

J Cancer Educ 2019 Jan 26. Epub 2019 Jan 26.

Department of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, De Boelelaan 1089a, PO Box 7057, 1081 HV, Amsterdam, The Netherlands.

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http://dx.doi.org/10.1007/s13187-019-1471-8DOI Listing
January 2019

Blood Metabolomic Measures Associate With Present and Future Glycemic Control in Type 2 Diabetes.

Authors:
Leen M 't Hart Nicole Vogelzangs Dennis O Mook-Kanamori Adela Brahimaj Jana Nano Amber A W A van der Heijden Ko Willems van Dijk Roderick C Slieker Ewout W Steyerberg M Arfan Ikram Marian Beekman Dorret I Boomsma Cornelia M van Duijn P Eline Slagboom Coen D A Stehouwer Casper G Schalkwijk Ilja C W Arts Jacqueline M Dekker Abbas Dehghan Taulant Muka Carla J H van der Kallen Giel Nijpels Marleen M J van Greevenbroek

J Clin Endocrinol Metab 2018 12;103(12):4569-4579

Cardiovascular Research Institute Maastricht, School for Cardiovascular Diseases, Maastricht University, Maastricht LK, Netherlands.

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https://academic.oup.com/jcem/advance-article/doi/10.1210/jc
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http://dx.doi.org/10.1210/jc.2018-01165DOI Listing
December 2018

Second IVIg course in Guillain-Barré syndrome patients with poor prognosis (SID-GBS trial): Protocol for a double-blind randomized, placebo-controlled clinical trial.

Authors:
Christa Walgaard Bart C Jacobs Hester F Lingsma Ewout W Steyerberg David R Cornblath Pieter A van Doorn

J Peripher Nerv Syst 2018 12 24;23(4):210-215. Epub 2018 Sep 24.

Department of Neurology, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands.

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http://dx.doi.org/10.1111/jns.12286DOI Listing
December 2018

Reporting and Interpreting Decision Curve Analysis: A Guide for Investigators.

Authors:
Ben Van Calster Laure Wynants Jan F M Verbeek Jan Y Verbakel Evangelia Christodoulou Andrew J Vickers Monique J Roobol Ewout W Steyerberg

Eur Urol 2018 12 19;74(6):796-804. Epub 2018 Sep 19.

Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands; Department of Public Health, Erasmus MC, Rotterdam, The Netherlands.

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http://dx.doi.org/10.1016/j.eururo.2018.08.038DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6261531PMC
December 2018

The Science of Prognosis in Psychiatry: A Review.

Authors:
Paolo Fusar-Poli Ziad Hijazi Daniel Stahl Ewout W Steyerberg

JAMA Psychiatry 2018 12;75(12):1289-1297

Department of Biomedical Data Sciences, Medical Statistics and Medical Decision Making, Leiden University Medical Center, Leiden, the Netherlands.

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http://archpsyc.jamanetwork.com/article.aspx?doi=10.1001/jam
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December 2018

Inventory of oncologists' unmet needs for tools to support decision-making about palliative treatment for metastatic colorectal cancer.

Authors:
Ellen G Engelhardt Dóra Révész Hans J Tamminga Cornelis J A Punt Miriam Koopman Bregje D Onwuteaka-Philipsen Ewout W Steyerberg Henrica C W de Vet Veerle M H Coupé

BMC Med Inform Decis Mak 2018 12 14;18(1):132. Epub 2018 Dec 14.

Department of Epidemiology and Biostatistics, Amsterdam UMC, location VUMC, F-wing Medical Faculty building, PO Box 7057 1007, MB, Amsterdam, The Netherlands.

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http://dx.doi.org/10.1186/s12911-018-0712-9DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6295030PMC
December 2018

Prediction of Persistent Post-Concussion Symptoms after Mild Traumatic Brain Injury.

Authors:
Maryse C Cnossen Joukje van der Naalt Joke M Spikman Daan Nieboer John K Yue Ethan A Winkler Geoffrey T Manley Nicole von Steinbuechel Suzanne Polinder Ewout W Steyerberg Hester F Lingsma

J Neurotrauma 2018 11 23;35(22):2691-2698. Epub 2018 Jul 23.

1 Center for Medical Decision Making , Department of Public Health, Erasmus MC, Rotterdam, the Netherlands .

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http://dx.doi.org/10.1089/neu.2017.5486DOI Listing
November 2018

Clinical prediction models for young febrile infants at the emergency department: an international validation study.

Authors:
Evelien de Vos-Kerkhof Borja Gomez Karen Milcent Ewout W Steyerberg Ruud Gerard Nijman Frank J Smit Santiago Mintegi Henriette A Moll Vincent Gajdos Rianne Oostenbrink

Arch Dis Child 2018 11 24;103(11):1033-1041. Epub 2018 May 24.

Department of General Paediatrics, Erasmus MC-Sophia Children's Hospital, Rotterdam, The Netherlands.

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http://adc.bmj.com/lookup/doi/10.1136/archdischild-2017-3140
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November 2018

Validation in prediction research: the waste by data splitting.

Authors:
Ewout W Steyerberg

J Clin Epidemiol 2018 11 29;103:131-133. Epub 2018 Jul 29.

Professor of Clinical Biostatistics and Medical Decision Making, Chair, Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands; Professor of Medical Decision Making, Department of Public Health, Erasmus MC, Rotterdam, The Netherlands. Electronic address:

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http://dx.doi.org/10.1016/j.jclinepi.2018.07.010DOI Listing
November 2018

Performance of the modified TRISS for evaluating trauma care in subpopulations: A cohort study.

Authors:
Leonie de Munter Suzanne Polinder Daan Nieboer Koen W W Lansink Ewout W Steyerberg Mariska A C de Jongh

Injury 2018 Sep 30;49(9):1648-1653. Epub 2018 Mar 30.

Department Trauma TopCare, Elisabeth-TweeSteden Hospital, Tilburg, The Netherlands; Brabant Trauma Registry, Network Emergency Care Brabant, Tilburg, The Netherlands. Electronic address:

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http://dx.doi.org/10.1016/j.injury.2018.03.036DOI Listing
September 2018

An ordinal prediction model of the diagnosis of non-obstructive coronary artery and multi-vessel disease in the CARDIIGAN cohort.

Authors:
Michael Edlinger Jakob Dörler Hanno Ulmer Maria Wanitschek Ewout W Steyerberg Hannes F Alber Ben Van Calster

Int J Cardiol 2018 Sep 24;267:8-12. Epub 2018 May 24.

Department of Biomedical Data Sciences, Leiden University Medical Centre, The Netherlands; Department of Development and Regeneration, KU, Leuven, Belgium. Electronic address:

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http://dx.doi.org/10.1016/j.ijcard.2018.05.092DOI Listing
September 2018

An improvement in the method used to assess discriminatory ability when predicting the chances of a live birth after one or more complete cycles of in vitro fertilisation.

Authors:
David J McLernon Ewout W Steyerberg Egbert R Te Velde Amanda J Lee Siladitya Bhattacharya

BMJ 2018 09 5;362:k3598. Epub 2018 Sep 5.

Institute of Applied Health Sciences, Polwarth Building, University of Aberdeen, Aberdeen, AB25 2ZD, UK.

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http://dx.doi.org/10.1136/bmj.k3598DOI Listing
September 2018

Predicting Outcome of Endovascular Treatment for Acute Ischemic Stroke: Potential Value of Machine Learning Algorithms.

Authors:
Hendrikus J A van Os Lucas A Ramos Adam Hilbert Matthijs van Leeuwen Marianne A A van Walderveen Nyika D Kruyt Diederik W J Dippel Ewout W Steyerberg Irene C van der Schaaf Hester F Lingsma Wouter J Schonewille Charles B L M Majoie Silvia D Olabarriaga Koos H Zwinderman Esmee Venema Henk A Marquering Marieke J H Wermer

Front Neurol 2018 25;9:784. Epub 2018 Sep 25.

Department of Neurology, Leiden University Medical Center, Leiden, Netherlands.

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https://www.frontiersin.org/article/10.3389/fneur.2018.00784
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http://dx.doi.org/10.3389/fneur.2018.00784DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6167479PMC
September 2018

Real-world data on antiviral treatments for hepatitis C virus infections: Can we define intention to treat or per protocol analyses?

Authors:
Rohit P Ojha Ewout W Steyerberg

J Hepatol 2018 08 26;69(2):551-553. Epub 2018 May 26.

Department of Public Health, Erasmus Medical Center, Rotterdam, Netherlands; Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, Netherlands.

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https://linkinghub.elsevier.com/retrieve/pii/S01688278183198
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http://dx.doi.org/10.1016/j.jhep.2018.02.037DOI Listing
August 2018

External validation of computed tomography decision rules for minor head injury: prospective, multicentre cohort study in the Netherlands.

Authors:
Kelly A Foks Crispijn L van den Brand Hester F Lingsma Joukje van der Naalt Bram Jacobs Eline de Jong Hugo F den Boogert Özcan Sir Peter Patka Suzanne Polinder Menno I Gaakeer Charlotte E Schutte Kim E Jie Huib F Visee Myriam G M Hunink Eef Reijners Meriam Braaksma Guus G Schoonman Ewout W Steyerberg Korné Jellema Diederik W J Dippel

BMJ 2018 Aug 24;362:k3527. Epub 2018 Aug 24.

Department of Neurology, Erasmus MC University Medical Centre Rotterdam, Rotterdam, Netherlands.

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http://dx.doi.org/10.1136/bmj.k3527DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6108278PMC
August 2018

Emergency department overcrowding: a survey among European neurotrauma centres.

Authors:
Kimberley Bernadette Velt Maryse Cnossen Pleunie P M Rood Ewout W Steyerberg Suzanne Polinder Hester F Lingsma

Emerg Med J 2018 Jul 21;35(7):447-448. Epub 2018 Mar 21.

Department of Public Health, Erasmus MC, Rotterdam, The Netherlands.

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http://dx.doi.org/10.1136/emermed-2017-206796DOI Listing
July 2018

Prognostic model for psychological outcomes in ambulatory surgery patients: A prospective study using a structural equation modeling framework.

Authors:
Hendrik-Jan Mijderwijk Robert Jan Stolker Hugo J Duivenvoorden Markus Klimek Ewout W Steyerberg

PLoS One 2018 11;13(4):e0193441. Epub 2018 Apr 11.

Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0193441PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5894974PMC
July 2018

Big Data and Predictive Analytics: Recalibrating Expectations.

Authors:
Nilay D Shah Ewout W Steyerberg David M Kent

JAMA 2018 07;320(1):27-28

Predictive Analytics and Comparative Effectiveness Center, Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, Massachusetts.

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http://dx.doi.org/10.1001/jama.2018.5602DOI Listing
July 2018

Detection of residual disease after neoadjuvant chemoradiotherapy for oesophageal cancer (preSANO): a prospective multicentre, diagnostic cohort study.

Authors:
Bo Jan Noordman Manon C W Spaander Roelf Valkema Bas P L Wijnhoven Mark I van Berge Henegouwen Joël Shapiro Katharina Biermann Ate van der Gaast Richard van Hillegersberg Maarten C C M Hulshof Kausilia K Krishnadath Sjoerd M Lagarde Grard A P Nieuwenhuijzen Liekele E Oostenbrug Peter D Siersema Erik J Schoon Meindert N Sosef Ewout W Steyerberg J Jan B van Lanschot

Lancet Oncol 2018 07 1;19(7):965-974. Epub 2018 Jun 1.

Department of Surgery, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, Netherlands.

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http://dx.doi.org/10.1016/S1470-2045(18)30201-8DOI Listing
July 2018

Cardiovascular mortality in a Western Asian country: results from the Iran Cohort Consortium.

Authors:
Noushin Fahimfar Davood Khalili Sadaf Ghajarieh Sepanlou Reza Malekzadeh Fereidoun Azizi Mohammad Ali Mansournia Hamidreza Roohafza Mohammad Hassan Emamian Farzad Hadaegh Hossein Poustchi Marjan Mansourian Hassan Hashemi Maryam Sharafkhah Akram Pourshams Farshad Farzadfar Ewout W Steyerberg Akbar Fotouhi

BMJ Open 2018 07 5;8(7):e020303. Epub 2018 Jul 5.

Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran.

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http://dx.doi.org/10.1136/bmjopen-2017-020303DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6042599PMC
July 2018

Adjusting for confounding by indication in observational studies: a case study in traumatic brain injury.

Authors:
Maryse C Cnossen Thomas A van Essen Iris E Ceyisakar Suzanne Polinder Teuntje M Andriessen Joukje van der Naalt Iain Haitsma Janneke Horn Gaby Franschman Pieter E Vos Wilco C Peul David K Menon Andrew Ir Maas Ewout W Steyerberg Hester F Lingsma

Clin Epidemiol 2018 18;10:841-852. Epub 2018 Jul 18.

Center for Medical Decision Making, Department of Public Health, Erasmus Medical Center Rotterdam, Rotterdam, the Netherlands,

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http://dx.doi.org/10.2147/CLEP.S154500DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6055622PMC
July 2018

Antenatal non-medical risk assessment and care pathways to improve pregnancy outcomes: a cluster randomised controlled trial.

Authors:
Jacqueline Lagendijk Amber A Vos Loes C M Bertens Semiha Denktas Gouke J Bonsel Ewout W Steyerberg Jasper V Been Eric A P Steegers

Eur J Epidemiol 2018 Jun 31;33(6):579-589. Epub 2018 Mar 31.

Department of Obstetrics and Gynaecology, Erasmus MC, University Medical Centre, PO Box 2040, 3000 CA, Rotterdam, The Netherlands.

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http://dx.doi.org/10.1007/s10654-018-0387-7DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5995981PMC
June 2018

Prediction models for endometrial cancer for the general population or symptomatic women: A systematic review.

Authors:
Maaike Alblas Kimberley B Velt Nora Pashayan Martin Widschwendter Ewout W Steyerberg Yvonne Vergouwe

Crit Rev Oncol Hematol 2018 Jun 31;126:92-99. Epub 2018 Mar 31.

Department of Public Health, Erasmus MC, Rotterdam, The Netherlands.

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http://dx.doi.org/10.1016/j.critrevonc.2018.03.023DOI Listing
June 2018

Development and validation of the Dutch Stroke Score for predicting disability and functional outcome after ischemic stroke: A tool to support efficient discharge planning.

Authors:
Inger R de Ridder Simone A Dijkland Maaike Scheele Heleen M den Hertog Maaike Dirks Willeke F Westendorp Paul J Nederkoorn Diederik van de Beek Gerard M Ribbers Ewout W Steyerberg Hester F Lingsma Diederik Wj Dippel

Eur Stroke J 2018 Jun 25;3(2):165-173. Epub 2018 Jan 25.

1Department of Neurology, Erasmus MC-University Medical Center Rotterdam, Rotterdam, Netherlands.

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http://dx.doi.org/10.1177/2396987318754591DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5992735PMC
June 2018

Towards personalized therapy for multiple sclerosis: limitations of observational data.

Authors:
Ewout W Steyerberg Brian Claggett

Brain 2018 05;141(5):e38

Division of Cardiovascular Medicine, Harvard Medical School, Boston, MA, USA.

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http://dx.doi.org/10.1093/brain/awy055DOI Listing
May 2018

Utility-Weighted Modified Rankin Scale as Primary Outcome in Stroke Trials: A Simulation Study.

Authors:
Simone A Dijkland Daphne C Voormolen Esmee Venema Bob Roozenbeek Suzanne Polinder Juanita A Haagsma Daan Nieboer Vicky Chalos Albert J Yoo Jennifer Schreuders Aad van der Lugt Charles B L M Majoie Yvo B W E M Roos Wim H van Zwam Robert J van Oostenbrugge Ewout W Steyerberg Diederik W J Dippel Hester F Lingsma

Stroke 2018 04 13;49(4):965-971. Epub 2018 Mar 13.

From the Department of Public Health (S.A.D., D.C.V., E.V., S.P., J.A.H., D.N., V.C., E.W.S., H.F.L.), Department of Neurology (E.V., B.R., V.C., J.S., D.W.J.D.), and Department of Radiology (B.R., V.C., A.v.d.L.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Division of Neurointervention, Texas Stroke Institute, Dallas (A.J.Y.); Department of Neurology, Elisabeth TweeSteden Hospital, Tilburg, the Netherlands (J.S.); Department of Radiology (C.B.L.M.M.) and Department of Neurology (Y.B.W.E.M.R.), Academic Medical Center, Amsterdam, the Netherlands; Department of Radiology, Maastricht University Medical Center, the Netherlands (W.H.v.Z.); Department of Neurology, Cardiovascular Research Institute, Maastricht University Medical Center, the Netherlands (R.J.v.O.); and Department of Medical Statistics and Bioinformatics, Leiden University Medical Center, the Netherlands (E.W.S.).

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https://www.ahajournals.org/doi/10.1161/STROKEAHA.117.020194
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http://dx.doi.org/10.1161/STROKEAHA.117.020194DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5895119PMC
April 2018

Variation in general supportive and preventive intensive care management of traumatic brain injury: a survey in 66 neurotrauma centers participating in the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) study.

Authors:
Jilske A Huijben Victor Volovici Maryse C Cnossen Iain K Haitsma Nino Stocchetti Andrew I R Maas David K Menon Ari Ercole Giuseppe Citerio David Nelson Suzanne Polinder Ewout W Steyerberg Hester F Lingsma Mathieu van der Jagt

Crit Care 2018 Apr 13;22(1):90. Epub 2018 Apr 13.

Department of Intensive Care and Erasmus MC Stroke Center, Erasmus Medical Center, Rotterdam, the Netherlands.

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http://dx.doi.org/10.1186/s13054-018-2000-6DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5898014PMC
April 2018

Active surveillance: a review of risk-based, dynamic monitoring.

Authors:
Daan Nieboer Anirudh Tomer Dimitris Rizopoulos Monique J Roobol Ewout W Steyerberg

Transl Androl Urol 2018 Feb;7(1):106-115

Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands.

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http://dx.doi.org/10.21037/tau.2017.12.27DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5861286PMC
February 2018