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1

Prognostic Models With Competing Risks: Methods and Application to Coronary Risk Prediction

Marcel Wolbers, Michael T. Koller, Jacqueline C. M. Witteman and Ewout W. Steyerberg

Journal:

Année:

2009

Langue:

english

Fichier:

PDF, 1.22 MB

english, 2009

2

Prognostic modelling with logistic regression analysis: a comparison of selection and estimation methods in small data sets

Ewout W. Steyerberg, Marinus J.C. Eijkemans, Frank E. Harrell Jr, J. Dik F. Habbema

Journal:

Statistics in Medicine

Année:

2000

Langue:

english

Fichier:

PDF, 168 KB

english, 2000

3

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration

Moons, Karel G.M., Altman, Douglas G., Reitsma, Johannes B., Ioannidis, John P.A., Macaskill, Petra, Steyerberg, Ewout W., Vickers, Andrew J., Ransohoff, David F., Collins, Gary S.

Journal:

Annals of Internal Medicine

Année:

2015

Langue:

english

Fichier:

PDF, 1.72 MB

english, 2015

4

Substantial effective sample sizes were required for external validation studies of predictive logistic regression models

Yvonne Vergouwe, Ewout W. Steyerberg, Marinus J.C. Eijkemans, J. Dik F. Habbema

Journal:

Journal of Clinical Epidemiology

Année:

2005

Langue:

english

Fichier:

PDF, 285 KB

english, 2005

5

Internal validation of predictive models: Efficiency of some procedures for logistic regression analysis

Ewout W Steyerberg, Frank E Harrell Jr, Gerard J.J.M Borsboom, M.J.C Eijkemans, Yvonne Vergouwe, J.Dik F Habbema

Journal:

Journal of Clinical Epidemiology

Année:

2001

Langue:

english

Fichier:

PDF, 98 KB

english, 2001

6

Prognostic Value of The Glasgow Coma Scale And Pupil Reactivity in Traumatic Brain Injury Assessed Pre-Hospital And on Enrollment: An IMPACT Analysis

Marmarou, Anthony, Lu, Juan, Butcher, Isabella, McHugh, Gillian S., Murray, Gordon D., Steyerberg, Ewout W., Mushkudiani, Nino A., Choi, Sung, Maas, Andrew I.R.

Journal:

Journal of Neurotrauma

Année:

2007

Langue:

english

Fichier:

PDF, 154 KB

english, 2007

7

Stepwise Selection in Small Data Sets: A Simulation Study of Bias in Logistic Regression Analysis

Ewout W. Steyerberg, Marinus J.C. Eijkemans, J.Dik F. Habbema

Journal:

Journal of Clinical Epidemiology

Année:

1999

Langue:

english

Fichier:

PDF, 253 KB

english, 1999

8

Small bites versus large bites for closure of abdominal midline incisions (STITCH): a double-blind, multicentre, randomised controlled trial

Deerenberg, Eva B, Harlaar, Joris J, Steyerberg, Ewout W, Lont, Harold E, van Doorn, Helena C, Heisterkamp, Joos, Wijnhoven, Bas PL, Schouten, Willem R, Cense, Huib A, Stockmann, Hein BAC, Berends, Fr

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 187 KB

english, 2015

9

Meta-analysis of a binary outcome using individual participant data and aggregate data

Richard D. Riley, Ewout W. Steyerberg

Journal:

Research Synthesis Methods

Année:

2010

Langue:

english

Fichier:

PDF, 213 KB

english, 2010

10

N-terminal pro–brain natriuretic peptide testing in the emergency department: Beneficial effects on hospitalization, costs, and outcome

Joost H.W. Rutten, Ewout W. Steyerberg, Frans Boomsma, Jan L.C.M. van Saase, Jaap W. Deckers, Henk C. Hoogsteden, Jan Lindemans, Anton H. van den Meiracker

Journal:

American Heart Journal

Année:

2008

Langue:

english

Fichier:

PDF, 253 KB

english, 2008

11

Lives Saved by Helicopter Emergency Medical Services: An Overview of Literature

Akkie N. Ringburg, Stephen H. Thomas, Ewout W. Steyerberg, Esther M.M. van Lieshout, Peter Patka, Inger B. Schipper

Journal:

Air Medical Journal

Année:

2009

Langue:

english

Fichier:

PDF, 98 KB

english, 2009

12

Developing and Evaluating Prediction Models in Rehabilitation Populations

Ronald T. Seel, Ewout W. Steyerberg, James F. Malec, Mark Sherer, Stephen N. Macciocchi

Journal:

Archives of Physical Medicine and Rehabilitation

Année:

2012

Langue:

english

Fichier:

PDF, 555 KB

english, 2012

13

Estrategias para la elaboración de modelos estadísticos de regresión

Eduardo Núñez, Ewout W. Steyerberg, Julio Núñez

Journal:

Revista Española de Cardiología

Année:

2011

Fichier:

PDF, 123 KB

2011

14

Internal and external validation of predictive models: A simulation study of bias and precision in small samples

Ewout W Steyerberg, Sacha E Bleeker, Henriëtte A Moll, Diederick E Grobbee, Karel G.M Moons

Journal:

Journal of Clinical Epidemiology

Année:

2003

Langue:

english

Fichier:

PDF, 124 KB

english, 2003

15

Glasgow Coma Scale Motor Score and Pupillary Reaction To Predict Six-Month Mortality in Patients with Traumatic Brain Injury: Comparison of Field and Admission Assessment

Majdan, Marek, Steyerberg, Ewout W., Nieboer, Daan, Mauritz, Walter, Rusnak, Martin, Lingsma, Hester F.

Journal:

Journal of Neurotrauma

Année:

2015

Langue:

english

Fichier:

PDF, 669 KB

english, 2015

16

Reporting and Methods in Clinical Prediction Research: A Systematic Review

Bouwmeester, Walter, Zuithoff, Nicolaas P. A., Mallett, Susan, Geerlings, Mirjam I., Vergouwe, Yvonne, Steyerberg, Ewout W., Altman, Douglas G., Moons, Karel G. M., Macleod, Malcolm R.

Journal:

Année:

2012

Langue:

english

Fichier:

PDF, 364 KB

english, 2012

17

A tutorial on variable selection for clinical prediction models: Feature selection methods in data-mining could improve the results

Khiabani, Farideh Bagherzadeh, Ramezankhani, Azra, Azizi, Fereidoun, Hadaegh, Farzad, Steyerberg, Ewout W., Khalili, Davood

Journal:

Journal of Clinical Epidemiology

Année:

2015

Langue:

english

Fichier:

PDF, 2.27 MB

english, 2015

18

Prediction models need appropriate internal, internal–external, and external validation

Steyerberg, Ewout W., Harrell, Frank E.

Journal:

Journal of Clinical Epidemiology

Année:

2015

Langue:

english

Fichier:

PDF, 270 KB

english, 2015

19

Performance indicators; the association between the quality of preventive care and the prevalence of hospital-acquired skin lesions in adult hospital patients

van Dishoeck, Anne-Margreet, Looman, Caspar W.N., Steyerberg, Ewout W., Halfens, Ruud J.G., Mackenbach, Johan P.

Journal:

Journal of Advanced Nursing

Année:

2016

Langue:

english

Fichier:

PDF, 363 KB

english, 2016

20

Second IVIg Course in Guillain-Barré Syndrome patients with poor prognosis (SID-GBS trial): protocol for a double-blind randomized, placebo-controlled clinical trial

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

Journal:

Journal of the Peripheral Nervous System

Année:

2018

Langue:

english

Fichier:

PDF, 1.01 MB

english, 2018

21

Reporting and Interpreting Decision Curve Analysis: A Guide for Investigators

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

Journal:

European Urology

Année:

2018

Langue:

english

Fichier:

PDF, 860 KB

english, 2018

22

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

Steyerberg, Ewout W, Wiegers, Eveline, Sewalt, Charlie, Buki, Andras, Citerio, Giuseppe, De Keyser, Véronique, Ercole, Ari, Kunzmann, Kevin, Lanyon, Linda, Lecky, Fiona, Lingsma, Hester, Manley, Geoff

Journal:

The Lancet Neurology

Année:

2019

Langue:

english

Fichier:

PDF, 2.05 MB

english, 2019

23

Tacrolimus dose requirement in renal transplant recipients is significantly higher when used in combination with corticosteroids

Dennis A. Hesselink, Hien Ngyuen, Marike Wabbijn, Peter J. H. Smak Gregoor, Ewout W. Steyerberg, Iza C. Van Riemsdijk, Willem Weimar, Teun Van Gelder

Journal:

British Journal of Clinical Pharmacology

Année:

2003

Langue:

english

Fichier:

PDF, 82 KB

english, 2003

24

Validation and updating of predictive logistic regression models: a study on sample size and shrinkage

Ewout W. Steyerberg, Gerard J. J. M. Borsboom, Hans C. van Houwelingen, Marinus J. C. Eijkemans, J. Dik F. Habbema

Journal:

Statistics in Medicine

Année:

2004

Langue:

english

Fichier:

PDF, 201 KB

english, 2004

25

Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers

Michael J. Pencina, Ralph B. D'Agostino Sr, Ewout W. Steyerberg

Journal:

Statistics in Medicine

Année:

2011

Langue:

english

Fichier:

PDF, 180 KB

english, 2011

26

Assessing the incremental value of diagnostic and prognostic markers: a review and illustration

Ewout W. Steyerberg, Michael J. Pencina, Hester F. Lingsma, Michael W. Kattan, Andrew J. Vickers, Ben Van Calster

Journal:

European Journal of Clinical Investigation

Année:

2012

Langue:

english

Fichier:

PDF, 226 KB

english, 2012

27

Cox proportional hazards models have more statistical power than logistic regression models in cross-sectional genetic association studies

van der Net, Jeroen B, Janssens, A Cecile J W, Eijkemans, Marinus J C, Kastelein, John J P, Sijbrands, Eric J G, Steyerberg, Ewout W

Journal:

European Journal of Human Genetics

Année:

2008

Langue:

english

Fichier:

PDF, 133 KB

english, 2008

28

Extending the c-statistic to nominal polytomous outcomes: the Polytomous Discrimination Index

Ben Van Calster, Vanya Van Belle, Yvonne Vergouwe, Dirk Timmerman, Sabine Van Huffel, Ewout W. Steyerberg

Journal:

Statistics in Medicine

Année:

2012

Langue:

english

Fichier:

PDF, 448 KB

english, 2012

29

Concepts in cancer survival analysis: Research questions, data, and models

Ewout W. Steyerberg, Thomas A. Gerds

Journal:

Surgical Oncology

Année:

2010

Langue:

english

Fichier:

PDF, 220 KB

english, 2010

30

Early prognosis in traumatic brain injury: from prophecies to predictions

Hester F Lingsma, Bob Roozenbeek, Ewout W Steyerberg, Gordon D Murray, Andrew IR Maas

Journal:

The Lancet Neurology

Année:

2010

Langue:

english

Fichier:

PDF, 246 KB

english, 2010

31

Prognosis and Clinical Trial Design in Traumatic Brain Injury: The IMPACT Study

Maas, Andrew I.R., Marmarou, Anthony, Murray, Gordon D., Teasdale, Sir Graham M., Steyerberg, Ewout W.

Journal:

Journal of Neurotrauma

Année:

2007

Langue:

english

Fichier:

PDF, 143 KB

english, 2007

32

Predictive accuracy of risk factors and markers: a simulation study of the effect of novel markers on different performance measures for logistic regression models

Peter C. Austin, Ewout W. Steyerberg

Journal:

Statistics in Medicine

Année:

2012

Langue:

english

Fichier:

PDF, 1.02 MB

english, 2012

33

Subgroup analyses in therapeutic cardiovascular clinical trials: Are most of them misleading?

Adrián V. Hernández, Eric Boersma, Gordon D. Murray, J. Dik F. Habbema, Ewout W. Steyerberg

Journal:

American Heart Journal

Année:

2006

Langue:

english

Fichier:

PDF, 127 KB

english, 2006

34

Quality of life after palliative treatment for oesophageal carcinoma – a prospective comparison between stent placement and single dose brachytherapy

Marjolein Y.V Homs, Marie-Louise Essink-Bot, Gerard J.J.M Borsboom, Ewout W Steyerberg, Peter D Siersema

Journal:

European Journal of Cancer

Année:

2004

Langue:

english

Fichier:

PDF, 239 KB

english, 2004

35

Covariate adjustment in randomized controlled trials with dichotomous outcomes increases statistical power and reduces sample size requirements

Adrián V Hernández, Ewout W Steyerberg, J.Dik F Habbema

Journal:

Journal of Clinical Epidemiology

Année:

2004

Langue:

english

Fichier:

PDF, 183 KB

english, 2004

36

Covariate adjustment increases statistical power in randomized controlled trials

Hester Lingsma, Bob Roozenbeek, Ewout Steyerberg

Journal:

Journal of Clinical Epidemiology

Année:

2010

Langue:

english

Fichier:

PDF, 54 KB

english, 2010

37

Single-dose brachytherapy versus metal stent placement for the palliation of dysphagia from oesophageal cancer: multicentre randomised trial

Marjolein YV Homs, Ewout W Steyerberg, Wilhelmina MH Eijkenboom, Hugo W Tilanus, Lukas JA Stalpers, Joep FWM Bartelsman, Jan JB van Lanschot, Harm K Wijrdeman, Chris JJ Mulder, Janny G Reinders, Henk

Journal:

Année:

2004

Langue:

english

Fichier:

PDF, 287 KB

english, 2004

38

Should scoring rules be based on odds ratios or regression coefficients?

Karel G.M Moons, Frank E Harrell, Ewout W Steyerberg

Journal:

Journal of Clinical Epidemiology

Année:

2002

Langue:

english

Fichier:

PDF, 62 KB

english, 2002

39

Performance Measures for Prediction Models and Markers: Evaluation of Predictions and Classifications

Ewout W. Steyerberg, Ben Van Calster, Michael J. Pencina

Journal:

Revista Española de Cardiología (English Edition)

Année:

2011

Langue:

english

Fichier:

PDF, 434 KB

english, 2011

40

Esophageal stents with antireflux valve for tumors of the distal esophagus and gastric cardia: a randomized trial

Marjolein Y.V. Homs, Peter J. Wahab, Ernst J. Kuipers, Ewout W. Steyerberg, Tim A. Grool, Jelle Haringsma, Peter D. Siersema

Journal:

Gastrointestinal Endoscopy

Année:

2004

Langue:

english

Fichier:

PDF, 187 KB

english, 2004

41

Stent placement or brachytherapy for palliation of dysphagia from esophageal cancer: a prognostic model to guide treatment selection

Ewout W. Steyerberg, Marjolein Y.V. Homs, Annemieke Stokvis, Marie-Louise Essink-Bot, Peter D. Siersema

Journal:

Gastrointestinal Endoscopy

Année:

2005

Langue:

english

Fichier:

PDF, 173 KB

english, 2005

42

A new esophageal stent design (Niti-S stent) for the prevention of migration: a prospective study in 42 patients

Els M.L. Verschuur, Marjolein Y.V. Homs, Ewout W. Steyerberg, Jelle Haringsma, Peter J. Wahab, Ernst J. Kuipers, Peter D. Siersema

Journal:

Gastrointestinal Endoscopy

Année:

2006

Langue:

english

Fichier:

PDF, 229 KB

english, 2006

43

A fully-covered stent (Alimaxx-E) for the palliation of malignant dysphagia: a prospective follow-up study

Madeleen J. Uitdehaag, Jeanin E. van Hooft, Els M.L. Verschuur, Alessandro Repici, Ewout W. Steyerberg, Paul Fockens, Ernst J. Kuipers, Peter D. Siersema

Journal:

Gastrointestinal Endoscopy

Année:

2009

Langue:

english

Fichier:

PDF, 448 KB

english, 2009

44

New Design Esophageal Stents for the Palliation of Dysphagia From Esophageal or Gastric Cardia Cancer: A Randomized Trial

Verschuur, Els M.L., Repici, Alessandro, Kuipers, Ernst J., Steyerberg, Ewout W., Siersema, Peter D.

Journal:

American Journal of Gastroenterology

Année:

2008

Langue:

english

Fichier:

PDF, 281 KB

english, 2008

45

Predictive Value of Four Kallikrein Markers for Pathologically Insignificant Compared With Aggressive Prostate Cancer in Radical Prostatectomy Specimens: Results From the European Randomized Study of Screening for Prostate Cancer Section Rotterdam

Carlsson, Sigrid, Maschino, Alexandra, Schröder, Fritz, Bangma, Chris, Steyerberg, Ewout W., van der Kwast, Theo, van Leenders, Geert, Vickers, Andrew, Lilja, Hans, Roobol, Monique J.

Journal:

European Urology

Année:

2013

Langue:

english

Fichier:

PDF, 811 KB

english, 2013

46

Graphical assessment of internal and external calibration of logistic regression models by using loess smoothers

Austin, Peter C., Steyerberg, Ewout W.

Journal:

Statistics in Medicine

Année:

2014

Langue:

english

Fichier:

PDF, 5.51 MB

english, 2014

47

Risk prediction with machine learning and regression methods

Steyerberg, Ewout W., van der Ploeg, Tjeerd, Van Calster, Ben

Journal:

Biometrical Journal

Année:

2014

Langue:

english

Fichier:

PDF, 130 KB

english, 2014

48

Assessing calibration of multinomial risk prediction models

Van Hoorde, Kirsten, Vergouwe, Yvonne, Timmerman, Dirk, Van Huffel, Sabine, Steyerberg, Ewout W., Van Calster, Ben

Journal:

Statistics in Medicine

Année:

2014

Langue:

english

Fichier:

PDF, 1.13 MB

english, 2014

49

The 30-Day Versus In-Hospital and 90-Day Mortality After Esophagectomy as Indicators for Quality of Care

Talsma, A. Koen, Lingsma, Hester F., Steyerberg, Ewout W., Wijnhoven, Bas P. L., Van Lanschot, J. Jan B.

Journal:

Annals of Surgery

Année:

2014

Langue:

english

Fichier:

PDF, 239 KB

english, 2014

50

A new framework to enhance the interpretation of external validation studies of clinical prediction models

Debray, Thomas P.A., Vergouwe, Yvonne, Koffijberg, Hendrik, Nieboer, Daan, Steyerberg, Ewout W., Moons, Karel G.M.

Journal:

Journal of Clinical Epidemiology

Année:

2015

Langue:

english

Fichier:

PDF, 573 KB

english, 2015