Ewout Steyerberg
Hoogleraar Klinische Biostatistiek en Medische Besliskunde
- Naam
- Prof.dr. E.W. Steyerberg
- Telefoon
- +31 71 526 9700
- e.w.steyerberg@lumc.nl
- ORCID iD
- 0000-0002-7787-0122
Ewout Steyerberg is hoogleraar klinische biostatistiek en medische besliskunde, en is verbonden aan het Leids Universitair Medisch Centrum en het Erasmus MC. Hij is afdelingshoofd van de afdeling Biomedical Data Sciences. Hij was eerder Fellow van de Koninklijke Nederlandse Academie voor Wetenschappen en bracht sabbaticals door aan Duke University (Durham, NC) en Harvard (Boston, MA)
Meer informatie over Ewout Steyerberg
Ewout Steyerberg is hoogleraar klinische biostatistiek en medische besliskunde, en is verbonden aan het Leids Universitair Medisch Centrum en het Erasmus MC. Hij is afdelingshoofd van de afdeling Biomedical Data Sciences. Hij was eerder Fellow van de Koninklijke Nederlandse Academie voor Wetenschappen en bracht sabbaticals door aan Duke University (Durham, NC) en Harvard (Boston, MA)
Biomedical Data Sciences
De afdeling Biomedical Data Sciences bestaat uit 4 onderzoeksecties. Advanced Data Management (ADM) is gericht op hoge kwaliteit bij dataverzameling en verwerking; Moleculaire Epidemiologie probeert de biologie te ontrafelen, bijvoorbeeld van reuma en veroudering; Medische Statistiek is gericht op het ontwikkelen en toepassen van biostatistische methoden; en Medische Besliskunde is gericht op het beschrijven en evalueren van medische beslissingen. Professor Steyerberg is met name betrokken bij de laatste 2 secties (Medische Statistiek en Medische Besliskunde). Zijn onderzoek gaat vooral over predictie. Hij heeft allerlei meer geavanceerde modelleringsmethoden, met name regressie technieken, toegepast in talloze klinische gebieden. Hij is vooral geïnteresseerd in biostatistiek, kosten-effectiviteit, en kwaliteit van zorg onderzoek. Moderne thema’s hebben zijn bijzondere aandacht, zoals “comparative effectiveness”, “Big Data”, “Machine Learning”, “Value-based Health Care”, en “Precision Medicine”. Professor Steyerberg’s methodologische onderzoek concentreert zich op de rol van predictie modellen en gerandomiseerde klinische trials voor betere besluitvorming in individuele patiënten.
Wetenschappelijke carrière
In 1985 ging Ewout Steyerberg geneeskunde studeren in Leiden. Hij haalde in 1986 zijn propedeuse geneeskunde en ging vervolgens verder met de studie Biomedische Wetenschappen. Hij studeerde in 1991 cum laude af na een jaar stage bij de afdeling Medische Statistiek, waar hij ook student-assistent was. Hij promoveerde in 1996 aan de Erasmus Universiteit Rotterdam op een proefschrift getiteld “Prognostische modellering voor klinische besluitvorming” https://repub.eur.nl/pub/22495/. Hij verbleef vervolgens aan de “Duke University” (Durham, North Carolina, USA) om zich verder te verdiepen in prognostische modellering, en verwierf vervolgens een KNAW fellowship en vele subsidies, vaak in samenwerking met clinici. In 2003 en 2005 deed hij sabbaticals aan Dana Farber / Harvard Cancer Center, Boston, MA. In 2006 werd hij hoogleraar aan het Erasmus MC (oratie 7 december 2007, “Kansrijk Beslissen” https://repub.eur.nl/pub/13237/ ), en in 2017 stapte hij over naar het LUMC om de afdeling Biomedical Data Sciences te gaan leiden, als hoogleraar Klinische Biostatistiek en Medische Besliskunde (oratie 23 maart 2018, “Kansen Grijpen”).
Lees het boek van E. Steyerberg hier:
Clinical Prediction Models: A Practical Approach to Development, Validation, and Updating
Prijzen en eervolle benoemingen
Feb. 1991: cum laude doctoraal Biomedische Wetenschappen, Universiteit Leiden
1995: Society for Medical Decision Making: studenten prijs
1996: TALENT stipendium van NWO voor onderzoek aan Duke University, Durham, NC, USA
1999-2003: Fellowship van de KNAW
2005: Marx Research fellowship van Dana-Farber / Harvard Cancer Center, Boston, MA, USA
2016: John M. Eisenberg Award voor “Practical Application of Medical Decision Making Research” van de “Society for Medical Decision Making”
Volg E.Steyerberg op:
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Hoogleraar Klinische Biostatistiek en Medische Besliskunde
- Faculteit Geneeskunde
- Divisie 4
- Biomedical Data Sciences
- Pinto, S.; Sajbenova, D.; Beninca, E.; Nooij, S.; Terveer, E.M.; Keller, J.J.; Meulen-de Jong, A.E. van der; Bogaards, J.A. & Steyerberg, E.W. (2024), Dynamics of gut microbiota after fecal microbiota transplantation in ulcerative colitis, Journal of Crohn's and Colitis.
- Zian, A.; Overdevest, G.M.; Schutte, P.J.; Klok, F.A.; Steyerberg, E.W.; Moojen, W.A. & Gaag, N.A. van der (2024), Aspin: neurosurgical aspirin intervention prognostic study, Trials 25(1).
- Azizpour, K.; Schutte, P.J.; Arts, M.P.; Pondaag, W.; Bouma, G.J.; Coppes, M.; Steyerberg, E.W.; Peul, W.C. & Vleggeert-Lankamp, C.L.A. (2023), Clinical outcome in decompression alone versus decompression and instrumented fusion in patients with isthmic spondylolisthesis, Journal of Neurosurgery: Spine 38(5): 573-584.
- Kaal, A.G.; Hoek, L. op de; Hochheimer, D.T.; Brouwers, C.; Wiersinga, W.J.; Snijders, D.; Rensing, K.L.; Dijk, C.E. van; Steyerberg, E.W. & Nieuwkoop, C. van (2023), Outcomes of community-acquired pneumonia using the Pneumonia Severity Index versus the CURB-65 in routine practice of emergency departments, ERJ Open Research 9(3).
- Dang, H.; Dekkers, N.; Steyerberg, E.W.; Baldaque-Silva, F.; Omae, M.; Haasnoot, K.J.C.; Tilburg, L. van; Nobbenhuis, K.; Kraan, J. van der; Langers, A.M.J.; Hooft, J.E. van; Graaf, W. de; Koch, A.D.; Didden, P.; Moons, L.M.G.; Hardwick, J.C.H. & Boonstra, J.J. (2023), Predicting procedure duration of colorectal endoscopic submucosal dissection at Western endoscopy centers (vol 11, pg E724, 2023), Endoscopy International Open 11(8): C5-C5.
- Hond, A.A.H. de; Shah, V.B.; Kant, I.M.J.; Calster, B. van; Steyerberg, E.W. & Hernandez-Boussard, T. (2023), Perspectives on validation of clinical predictive algorithms, npj Digital Medicine 6(1).
- Yue, J.; Lee, Y.; Jain, S.; Sun, X.Y.; Essen, T. van; Pisica, D.; Belton, P.; Deng, H.; Satris, G.; Wong, J.; Kanter, J.; Tarapore, P.; Huang, M.; DiGiorgio, A.; Mukherjee, P.; Yuh, E.; Markowitz, A.; Steyerberg, E.; Lingsma, H.; Menon, D.; Maas, A. & Manley, G. (2023), PERFORMANCE OF THE IMPACT AND CRASH PROGNOSTIC MODELS FOR TRAUMATIC BRAIN INJURY IN A CONTEMPORARY MULTICENTER COHORT: A TRACKTBI STUDY, Journal of Neurotrauma 40(15-16): A33-A33.
- Wu, X.; Sun, Y.Y.; Xu, X.; Steyerberg, E.W.; Helmrich, I.R.A.R.; Lecky, F.; Guo, J.Y.; Li, X.; Feng, J.F.; Mao, Q.; Xie, G.T.; Maas, A.I.R.; Gao, G.Y.; Jiang, J.Y. & CTR-TBI Participants Investigator (2023), Mortality prediction in severe traumatic brain injury using traditional and machine learning algorithms, Journal of Neurotrauma 40(13-14): 1366-1375.
- Bhattacharyay, S.; Caruso, P.F.; Åkerlund, C.; Wilson, L.; Stevens, R.D.; Menon, D.K.; Steyerberg, E.W.; Nelson, D.W.; Ercole, A. & CENTER TBI Investigators Participants (2023), Mining the contribution of intensive care clinical course to outcome after traumatic brain injury, npj Digital Medicine 6(1).
- Hudda, M.T.; Archer, L.; Smeden, M. van; Moons, K.G.M.; Collins, G.S.; Steyerberg, E.W.; Wahlich, C.; Reitsma, J.B.; Riley, R.D.; Calster, B. van & Wynants, L. (2023), Minimal reporting improvement after peer review in reports of COVID-19 prediction models: systematic review, Journal of Clinical Epidemiology 154: 75-84.
- Kaplan, Z.L.R.; Vlegel, M. van der; Dijck, J.T.J.M. van; Pisica, D.; Leeuwen, N. van; Lingsma, H.F.; Steyerberg, E.W.; Haagsma, J.A.; Majdan, M.; Polinder, S. & CENTER TBI Participants Invest (2023), Intramural healthcare consumption and costs after traumatic brain injury, Journal of Neurotrauma 40(19-20).
- Meijden, S.L. van der; Hond, A.A.H. de; Thoral, P.J.; Steyerberg, E.W.; Kant, I.M.J.; Cinà, G. & Arbous, M.S. (2023), Intensive care unit physicians' perspectives on artificial intelligence-based clinical decision support tools, JMIR Human Factors 10.
- Steinbuechel, N. von; Hahm, S.; Muehlan, H.; Arango-Lasprilla, J.C.; Bockhop, F.; Covic, A.; Schmidt, S.; Steyerberg, E.W.; Maas, A.I.R.; Menon, D.; Andelic, N.; Zeldovich, M. & CTR TBI Participants Investigators (2023), Impact of sociodemographic, premorbid, and injury-related factors on patient-reported outcome trajectories after traumatic brain injury (TBI), Journal of Clinical Medicine 12(6).
- Butcher, S.C.; Essayagh, B.; Steyerberg, E.W.; Benfari, G.; Antoine, C.; Grigioni, F.; Tourneau, T. le; Roussel, J.C.; Wijngaarden, A. van; Marsan, N.A.; Tribouilloy, C.; Rusinaru, D.; Hochstadt, A.; Topilsky, Y.; Michelena, H.I.; Delgado, V.; Bax, J.J. & Enriquez-Sarano, M. (2023), Factors influencing post-surgical survival in degenerative mitral regurgitation, European Heart Journal 44(10).
- Rekkas, A.; Rijnbeek, P.R.; Kent, D.M.; Steyerberg, E.W. & Klaveren, D. van (2023), Estimating individualized treatment effects from randomized controlled trials, BMC Medical Research Methodology 23(1).
- Erp, I.A.M. van; Essen, T.A. van; Lingsma, H.; Pisica, D.; Singh, R.D.; Dijck, J.T.J.M. van; Volovici, V.; Kolias, A.; Peppel, L.D.; Heijenbrok-Kal, M.; Ribbers, G.M.; Menon, D.K.; Hutchinson, P.; Depreitere, B.; Steyerberg, E.W.; Maas, A.I.R.; Ruiter, G.C.W. de; Peul, W.C. & CENTER-TBI Investigators (2023), Early surgery versus conservative treatment in patients with traumatic intracerebral hematoma, Acta Neurochirurgica 165.
- Pastena, M. de; Bodegraven, E.A. van; Mungroop, T.H.; Vissers, F.L.; Jones, L.R.; Marchegiani, G.; Balduzzi, A.; Klompmaker, S.; Paiella, S.; Rad, S.T.; Koerkamp, B.G.; Eijck, C. van; Busch, O.R.; Hingh, I. de; Luyer, M.; Barnhill, C.; Seykora, T.; Maxwell, T.T.; Rooij, T. de; Tuveri, M.; Malleo, G.; Esposito, A.; Landoni, L.; Casetti, L.; Alseidi, A.; Salvia, R.; Steyerberg, E.W.; Abu Hilal, M.; Vollmer, C.M.; Besselink, M.G. & Bassi, C. (2023), Distal Pancreatectomy Fistula Risk Score (D-FRS) development and international validation, Annals of Surgery 277(5): E1099-E1105.
- Vermij, L.; Putter, H.; Jobsen, J.; Powell, M.; Boer, S. de; Leary, A.; Fyles, A.; Khaw, P.; Lutgens, L.; Jürgenliemk-Schulz, I.; Jong, M. de; Haverkort, D.; Nout, R.; Smit, V.; Steyerberg, E.; Bosse, T.; Creutzberg, C. & Horeweg, N. (2023), Development of an evidence-based adjuvant treatment decision support tool for endometrial cancer, Radiotherapy & Oncology 182: S484-S486.
- Chalos, V.; Venema, E.; Mulder, M.J.H.L.; Roozenbeek, B.; Steyerberg, E.W.; Wermer, M.J.H.; Nijeholt, G.J.L.A.; Worp, H.B. van der; Goyal, M.; Campbell, B.C.V.; Muir, K.W.; Guillemin, F.; Bracard, S.; White, P.; Dávalos, A.; Jovin, T.G.; Hill, M.D.; Mitchell, P.J.; Demchuk, A.M.; Saver, J.L.; Lugt, A. van der; Brown, S.; Dippel, D.W.J.; Lingsma, H.F.; HERMES Collaborators & MR CLEAN Registry Investigators (2023), Development and validation of a postprocedural model to predict outcome after endovascular treatment for ischemic stroke, JAMA Neurology 80(9): 940-948.
- Candel, B.G.J.; Nissen, S.K.; Nickel, C.H.; Raven, W.; Thijssen, W.; Gaakeer, M.I.; Lassen, A.T.; Brabrand, M.; Steyerberg, E.W.; Jonge, E. de & Groot, B. de (2023), Development and external validation of the International Early Warning Score for improved age- and sex-adjusted in-hospital mortality prediction in the emergency department, Critical Care Medicine 51(7): 881-891.
- Essen, T.A. van; Erp, I.A.M. van; Lingsma, H.F.; Pisica, D.; Yue, J.K.; Singh, R.D.; Dijck, J.T.J.M. van; Volovici, V.; Younsi, A.; Kolias, A.; Peppel, L.D.; Heijenbrok-Kal, M.; Ribbers, G.M.; Menon, D.K.; Hutchinson, P.J.A.; Manley, G.T.; Depreitere, B.; Steyerberg, E.W.; Maas, A.I.R.; Ruiter, G.C.W. de; Peul, W.C. & CENTER-TBI Investigators (2023), Comparative effectiveness of decompressive craniectomy versus craniotomy for traumatic acute subdural hematoma (CENTER-TBI), EClinicalMedicine 63.
- Villar, J.; González-Martin, J.M.; Añón, J.M.; Ferrando, C.; Soler, J.A.; Mosteiro, F.; Mora-Ordoñez, J.M.; Ambrós, A.; Fernández, L.; Montiel, R.; Vidal, A.; Muñoz, T.; Pérez-Méndez, L.; Rodríguez-Suárez, P.; Fernández, C.; Fernández, R.L.; Szakmany, T.; Burns, K.E.A.; Steyerberg, E.W. & Slutsky, A.S. (2023), Clinical relevance of timing of assessment of ICU mortality in patients with moderate-to-severe Acute Respiratory Distress Syndrome, Scientific Reports 13(1).
- Hond, A.A.H. de; Kant, I.M.J.; Fornasa, M.; Cina, G.; Elbers, P.W.G.; Thoral, P.J.; Arbous, M.S. & Steyerberg, E.W. (2023), Predicting readmission or death after discharge from the ICU, Critical Care Medicine 51(2): 291-300.
- Roumans, C.A.M.; Bogt, R.D. van der; Nieboer, D.; Steyerberg, E.W.; Rizopoulos, D.; Lansdorp-Vogelaar, I.; Biermann, K.; Bruno, M.J.; Spaander, M.C.W. & ProBar Study Grp (2023), Clinical consequences of nonadherence to Barrett's esophagus surveillance recommendations, Diseases of the Esophagus 36(8).
- Rekkas, A.; Klaveren, D. van; Ryan, P.B.; Steyerberg, E.W.; Kent, D.M. & Rijnbeek, P.R. (2023), A standardized framework for risk-based assessment of treatment effect heterogeneity in observational healthcare databases, npj Digital Medicine 6(1).
- Mikolic, A.; Steyerberg, E.W.; Polinder, S.; Wilson, L.; Zeldovich, M.; Steinbuechel, N. von; Newcombe, V.F.J.; Menon, D.K.; Naalt, J. van der; Lingsma, H.F.; Maas, A.I.R.; Klaveren, D. van & CENTER-TBI Participants (2023), Prognostic models for global functional outcome and post-concussion symptoms following mild traumatic brain injury, Journal of Neurotrauma 40(15-16): 1651-1670.
- Thomassen, D.; Steyerberg, E. & Cessie, S. le (2023), A Bayesian (meta-)regression model for treatment effects on the risk difference scale, Statistics in Medicine 42(11).
- Steinbuechel, N. von; Rauen, K.; Covic, A.; Krenz, U.; Bockhop, F.; Mueller, I.; Cunitz, K.; Polinder, S.; Steyerberg, E.W.; Vester, J.; Zeldovich, M. & CTR TBI participants investigator (2023), Sensitivity of outcome instruments in a priori selected patient groups after traumatic brain injury, PLoS ONE 18(4).
- Langenhuijsen, L.F.S.; Janse, R.J.; Venema, E.; Kent, D.M.; Diepen, M. van; Dekker, F.W.; Steyerberg, E.W. & Jong, Y. de (2023), Systematic metareview of prediction studies demonstrates stable trends in bias and low PROBAST inter-rater agreement, Journal of Clinical Epidemiology 159: 159-173.
- Calster, B. van; Steyerberg, E.W.; Wynants, L. & Smeden, M. van (2023), There is no such thing as a validated prediction model, BMC Medicine 21(1).
- Dang, R.H.; Dekkers, N.; Steyerberg, E.W.; Baldaque-Silva, F.; Omae, M.; Haasnoot, K.J.C.; Tilburg, L. van; Nobbenhuis, K.; Kraan, J. van der; Langers, A.M.J.; Hooft, J.E. van; Graaf, W. de; Koch, A.D.; Didden, P.; Moons, L.M.G.; Hardwick, J.C.H. & Boonstra, J.J. (2023), Predicting procedure duration of colorectal endoscopic submucosal dissection at Western endoscopy centers, Endoscopy International Open 11(08): E724-E732.
- Velde, L.A. van der; Steyerberg, E.W.; Numans, M.E. & Kiefte-de Jong, J.C. (2022), Food insecurity status is of added value in explaining poor health, BMJ Open 12(2).
- Geloven, N. van; Giardiello, D.; Bonneville, E.F.; Teece, L.; Ramspek, C.L.; Smeden, M. van; Snell, K.I.E.; Calster, B. van; Pohar-Perme, M.; Riley, R.D.; Putter, H.; Steyerberg, E. & STRATOS Initiative (2022), Validation of prediction models in the presence of competing risks, British Medical Journal 377.
- Huinink, S.T.; Jong, D.C. de; Nieboer, D.; Thomassen, D.; Steyerberg, E.W.; Dijkgraaf, M.G.W.; Bodelier, A.G.L.; West, R.L.; Romkens, T.E.H.; Hoentjen, F.; Mallant, R.C.; Tuyl, B.A.C. van; Mares, W.G.N.; Wolfhagen, F.H.J.; Dijkstra, G.; Reijnders, J.G.P.; Boer, N.K. de; Tan, A.C.I.T.L.; Boeckel, P.G.A. van; Tack, G.J.; Asseldonk, D.P. van; D'Haens, G.R.A.M.; Woude, C.J. van der; Duijvestein, M. & Vries, A.C. de (2022), Validation and update of a prediction model for risk of relapse after cessation of anti-TNF treatment in Crohn's disease, European Journal of Gastroenterology & Hepatology 34(10): 983-992.
- Gravesteijn, B.; Krijkamp, E.; Alphen, A. van; Busschbach, J.; Geleijnse, G.; Helmrich, I.R.; Bruinsma, S.; Lint, C. van; Veen, E. van; Steyerberg, E.; Verhoef, K.; Saase, J. van; Lingsma, H. & Jong, R.B. de (2022), Update on a Model to Minimize Population Health Loss in Times of Scarce Surgical Capacity During the COVID-19 Crisis and Beyond, Value in Health 25(5): 785-786.
- Brand, C.L. van den; Foks, K.A.; Lingsma, H.F.; Naalt, J. van der; Jacobs, B.; Jong, E. de; Boogert, H.F. den; Sir,; Patka, P.; Polinder, S.; Gaakeer, M.I.; Schutte, C.E.; Jie, K.E.; Visee, H.F.; Hunink, M.G.M.; Reijners, E.; Braaksma, M.; Schoonman, G.G.; Steyerberg, E.W.; Dippel, D.W.J. & Jellema, K. (2022), Update of the CHIP (CT in Head Injury Patients) decision rule for patients with minor head injury based on a multicenter consecutive case series, Injury 53(9): 2979-2987.
- Essen, T.A. van; Lingsma, H.F.; Steyerberg, E.W.; Ruiter, G.C.W. de; Maas, A.I.R. & Peul, W.C. (2022), Treatment of acute subdural haematoma Authors' reply.
- Bhattacharyay, S.; Milosevic, I.; Wilson, L.; Menon, D.K.; Stevens, R.D.; Steyerberg, E.W.; Nelson, D.W.; Ercole, A. & CTR TBI Investigators Participants (2022), The leap to ordinal, PLoS ONE 17(7).
- Ullah, W.; Steyerberg, E.W. & Tchantchaleishvili, V. (2022), The checklist for administrative and research databases-related studies, Artificial Organs 46(9): 1754-1759.
- Essen, T.A. van; Lingsma, H.F.; Pisica, D.; Singh, R.D.; Volovici, V.; Boogert, H.F. den; Younsi, A.; Peppel, L.D.; Heijenbrok-Kal, M.H.; Ribbers, G.M.; Walchenbach, R.; Menon, D.K.; Hutchinson, P.; Depreitere, B.; Steyerberg, E.W.; Maas, A.I.R.; Ruiter, G.C.W. de; Peul, W.C. & CENTER-TBI Collaboration Grp (2022), Surgery versus conservative treatment for traumatic acute subdural haematoma, The Lancet Neurology 21(7): 620-631.
- Tomer, A.; Nieboer, D.; Roobol, M.J.; Steyerberg, E.W. & Rizopoulos, D. (2022), Shared decision making of burdensome surveillance tests using personalized schedules and their burden and benefit, Statistics in Medicine 41(12): 2115-2131.
- Roumans, C.A.M.; Zellenrath, P.A.; Steyerberg, E.W.; Lansdorp-Vogelaar, I.; Doukas, M.; Biermann, K.; Alderliesten, J.; Ingen, G. van; Nagengast, W.B.; Karrenbeld, A.; Borg, F. ter; Hage, M.; Borg, P.C.J. ter; Bakker, M.A. den; Alkhalaf, A.; Moll, F.C.P.; Brouwer-Hol, L.; Baarlen, J. van; Quispel, R.; Tilburg, A. van; Burger, J.P.W.; Tilburg, A.J.P. van; Ooms, A.H.A.G.; Tang, T.J.; Romberg-Camps, M.J.L.; Goudkade, D.; Bruno, M.J.; Rizopoulos, D. & Spaander, M.C.W. (2022), Sex differences in neoplastic progression in Barrett's esophagus, Cancers 14(13).
- Thomas, I.; Dickens, A.M.; Posti, J.P.; Czeiter, E.; Duberg, D.; Sinioja, T.; Krakstrom, M.; Helmrich, I.R.A.R.; Wang, K.K.W.; Maas, A.I.R.; Steyerberg, E.W.; Menon, D.K.; Tenovuo, O.; Hyotylainen, T.; Buki, A.; Oresic, M. & CENTER-TBI Participants Investigat (2022), Serum metabolome associated with severity of acute traumatic brain injury, Nature Communications 13(1).
- Richter, S.; Winzeck, S.; Czeiter, E.; Amrein, K.; Kornaropoulos, E.N.; Verheyden, J.; Sugar, G.; Yang, Z.H.; Wang, K.V.; Maas, A.I.R.; Steyerberg, E.; Buki, A.; Newcombe, V.F.J.; Menon, D.K. & Collaborative European NeuroTrauma (2022), Serum biomarkers identify critically ill traumatic brain injury patients for MRI, Critical Care 26(1).
- Williams, R.D.; Markus, A.F.; Yang, C.; Duarte-Salles, T.; DuVall, S.L.; Falconer, T.; Jonnagaddala, J.; Kim, C.; Rho, Y.; Williams, A.E.; Machado, A.A.; An, M.H.; Aragon, M.; Areia, C.; Burn, E.; Choi, Y.H.; Drakos, I.; Abrahao, M.T.F.; Fernandez-Bertolin, S.; Hripcsak, G.; Kaas-Hansen, B.S.; Kandukuri, P.L.; Kors, J.A.; Kostka, K.; Liaw, S.T.; Lynch, K.E.; Machnicki, G.; Matheny, M.E.; Morales, D.; Nyberg, F.; Park, R.W.; Prats-Uribe, A.; Pratt, N.; Rao, G.; Reich, C.G.; Rivera, M.; Seinen, T.; Shoaibi, A.; Spotnitz, M.E.; Steyerberg, E.W.; Suchard, M.A.; You, S.C.; Zhang, L.; Zhou, L.L.; Ryan, P.B.; Prieto-Alhambra, D.; Reps, J.M. & Rijnbeek, P.R. (2022), Seek COVER, BMC Medical Research Methodology 22(1).
- Akdeniz, D.; Kramer, I.; Deurzen, C.H.M. van; Heemskerk-Gerritsen, B.A.M.; Schaapveld, M.; Westenend, P.J.; Voogd, A.C.; Jager, A.; Steyerberg, E.W.; Sleijfer, S.; Schmidt, M.K. & Hooning, M.J. (2022), Risk of metachronous contralateral breast cancer in patients with primary invasive lobular breast cancer, Cancer Medicine 12(3).
- Wallisch, C.; Bach, P.; Hafermann, L.; Klein, N.; Sauerbrei, W.; Steyerberg, E.W.; Heinze, G.; Rauch, G. & Topic Grp 2 STRATOS Initiative (2022), Review of guidance papers on regression modeling in statistical series of medical journals, PLoS ONE 17(1).
- Marincowitz, C.; Gravesteijn, B.; Sheldon, T.; Steyerberg, E. & Lecky, F. (2022), Response to performance of the Hull Salford Cambridge Decision Rule: the start of the traumatic brain injury (TBI) assessment and recovery journey.
- Villar, J.; Fernandez, C.; Gonzalez-Martin, J.M.; Ferrando, C.; Anon, J.M.; Saz-Ortiz, A.M. del; Diaz-Lamas, A.; Bueno-Gonzalez, A.; Fernandez, L.; Dominguez-Berrot, A.M.; Peinado, E.; Andaluz-Ojeda, D.; Gonzalez-Higueras, E.; Vidal, A.; Fernandez, M.M.; Mora-Ordonez, J.M.; Murcia, I.; Tarancon, C.; Merayo, E.; Perez, A.; Romera, M.A.; Alba, F.; Pestana, D.; Rodriguez-Suarez, P.; Fernandez, R.L.; Steyerberg, E.W.; Berra, L.; Slutsky, A.S. & Spanish Initiative Epidemiology St (2022), Respiratory Subsets in Patients with Moderate to Severe Acute Respiratory Distress Syndrome for Early Prediction of Death, Journal of Clinical Medicine 11(19).
- Whitehouse, D.P.; Monteiro, M.; Czeiter, E.; Vande Vyvere, T.; Valerio, F.; Ye, Z.; Amrein, K.; Kamnitsas, K.; Xu, H.Y.; Yang, Z.H.; Verheyden, J.; , T. das; Kornaropoulos, E.N.; Steyerberg, E.; Maas, A.I.R.; Wang, K.K.W.; Buki, A.; Glocker, B.; Menon, D.K.; Newcombe, V.F.J. & CENTER-TBI Participants Investigat (2022), Relationship of admission blood proteomic biomarkers levels to lesion type and lesion burden in traumatic brain injury, EBioMedicine 75.
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- Calster, B. van; Steyerberg, E.W.; Collins, G.S. & Smits, T. (2018), Consequences of relying on statistical significance: Some illustrations, European Journal of Clinical Investigation 48(5).
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- Tran, A.; Matar, M.; Lampron, J.; Steyerberg, E.; Taljaard, M. & Vaillancourt, C. (2018), Early identification of patients requiring massive transfusion, embolization or hemostatic surgery for traumatic hemorrhage: A systematic review and meta-analysis, Journal of Trauma and Acute Care Surgery 84(3): 505-516.
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- Lingsma, H.F.; Bottle, A.; Middleton, S.; Kievit, J.; Steyerberg, E.W. & Marang-van de Mheen, P.J. (2018), Evaluation of hospital outcomes: the relation between length-of-stay, readmission, and mortality in a large international administrative database, BMC Health Services Research 18.
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- Steyerberg, E.W.; Uno, H.; Ioannidis, J.P.A.; Calster, B. van & Collaborators (2018), Poor performance of clinical prediction models: the harm of commonly applied methods, Journal of Clinical Epidemiology 98: 133-143.
- Ojha, R.P.; Asdahl, P.H.; Steyerberg, E. & Schroeder, H. (2018), Predicting bacterial infections among pediatric cancer patients with febrile neutropenia: External validation of the PICNICC model, Pediatric Blood and Cancer 65(4).
- Alblas, M.; Velt, K.B.; Pashayan, N.; Widschwendter, M.; Steyerberg, E.W. & Vergouwe, Y. (2018), Prediction models for endometrial cancer for the general population or symptomatic women: A systematic review, Critical Reviews in Oncology/Hematology 126: 92-99.
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- Leeuwen, N. van; Lingsma, H.F.; Mooijaart, S.P.; Nieboer, D.; Trompet, S. & Steyerberg, E.W. (2018), Regression discontinuity was a valid design for dichotomous outcomes in three randomized trials, Journal of Clinical Epidemiology 98: 70-79.
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- Huijben, J.A.; Volovici, V.; Cnossen, M.C.; Haitsma, I.K.; Stocchetti, N.; Maas, A.I.R.; Menon, D.K.; Ercole, A.; Citerio, G.; Nelson, D.; Polinder, S.; Steyerberg, E.W.; Lingsma, H.F.; Jagt, M. van der & CTR-TBI Investigators Participants (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, Critical Care 22.
- Shapiro, J.; Biermann, K.; Klaveren, D. van; Offerhaus, G.J.A.; Kate, F.J.W. ten; Meijer, S.L.; Henegouwen, M.I.V.; Steyerberg, E.W.; Wijnhoven, B.P.L. & Lanschot, J.J.B. van (2017), Prognostic Value of Pretreatment Pathological Tumor Extent in Patients Treated With Neoadjuvant Chemoradiotherapy Plus Surgery for Esophageal or Junctional Cancer, Annals of Surgery 265(2): 356-362.
- Jairam, A.P.; Timmermans, L.; Eker, H.H.; Pierik, R.E.G.J.M.; Klaveren, D. van; Steyerberg, E.W.; Timman, R.; Ham, A.C. van der; Dawson, I.; Charbon, J.A.; Schuhmacher, C.; Mihaljevic, A.; Izbicki, J.R.; Fikatas, P.; Knebel, P.; Fortelny, R.H.; Kleinrensink, G.J.; Lange, J.F.; Jeekel, H.J. & PRIMA Trialist Grp (2017), Prevention of incisional hernia with prophylactic onlay and sublay mesh reinforcement versus primary suture only in midline laparotomies (PRIMA): 2-year follow-up of a multicentre, double-blind, randomised controlled trial, Lancet 390(10094): 567-576.
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- Klaveren, D. van; Wong, J.B.; Kent, D.M. & Steyerberg, E.W. (2017), Biases in Individualized Cost-effectiveness Analysis: Influence of Choices in Modeling Short-Term, Trial-Based, Mortality Risk Reduction and Post-Trial Life Expectancy, Medical Decision Making 37(7): 770-778.
- Smedinga, H.; Steyerberg, E.W.; Beukers, W.; Klaveren, D. van; Zwarthoff, E.C. & Vergouwe, Y. (2017), Prediction of Multiple Recurrent Events: A Comparison of Extended Cox Models in Bladder Cancer, American Journal of Epidemiology 186(5): 612-623.
- Stalenhoef, J.E.; Starre, W.E. van der; Vollaard, A.M.; Steyerberg, E.W.; Delfos, N.M.; Leyten, E.M.S.; Koster, T.; Ablij, H.C.; van't Wout, J.W.; Dissel, J.T. van & Nieuwkoop, C. van (2017), Hospitalization for community-acquired febrile urinary tract infection: validation and impact assessment of a clinical prediction rule, BMC Infectious Diseases 17.
- Bosch, T.P.P. van den; Hilbrands, L.B.; Kraaijeveld, R.; Litjens, N.H.R.; Rezaee, F.; Nieboer, D.; Steyerberg, E.W.; Gestel, J.A. van; Roelen, D.L.; Clahsen-van Groningen, M.C.; Baan, C.C. & Rowshani, A.T. (2017), Pretransplant Numbers of CD16(+) Monocytes as a Novel Biomarker to Predict Acute Rejection After Kidney Transplantation: A Pilot Study, American Journal of Transplantation 17(10): 2659-2667.
- Venema, E.; Mulder, M.J.H.L.; Roozenbeek, B.; Broderick, J.P.; Yeatts, S.D.; Khatri, P.; Berkhemer, O.A.; Emmer, B.J.; Roos, Y.B.W.E.M.; Majoie, C.B.L.M.; Oostenbrugge, R.J. van; Zwam, W.H. van; Lugt, A. van der; Steyerberg, E.W.; Dippel, D.W.J. & Lingsma, H.F. (2017), Selection of patients for intra-arterial treatment for acute ischaemic stroke: development and validation of a clinical decision tool in two randomised trials, BMJ 357.
- Mulder, M.J.H.L.; Venema, E.; Roozenbeek, B.; Broderick, J.P.; Yeatts, S.D.; Khatri, P.; Berkhemer, O.A.; Roos, Y.B.W.E.M.; Majoie, C.B.L.M.; Oostenbrugge, R.J. van; Zwam, W.H. van; Lugt, A. van der; Steyerberg, E.W.; Dippel, D.W.J. & Lingsma, H.F. (2017), Towards personalised intra- arterial treatment of patients with acute ischaemic stroke: a study protocol for development and validation of a clinical decision aid, BMJ Open 7(3).
- Sotomi, Y.; Onuma, Y.; Cavalcante, R.; Ahn, J.M.; Lee, C.W.; Klaveren, D. van; Winter, R.J. de; Wykrzykowska, J.J.; Farooq, V.; Morice, M.C.; Steyerberg, E.W.; Park, S.J. & Serruys, P.W. (2017), Geographical Difference of the Interaction of Sex With Treatment Strategy in Patients With Multivessel Disease and Left Main Disease: A Meta-Analysis From SYNTAX (Synergy Between PCI With Taxus and Cardiac Surgery), PRECOMBAT (Bypass Surgery Versus Angioplasty Using Sirolimus-Eluting Stent in Patients With Left Main Coronary Artery Disease), and BEST (Bypass Surgery and Everolimus-Eluting Stent Implantation in the Treatment of Patients With Multivessel Coronary Artery Disease) Randomized Controlled Trials, Circulation: Cardiovascular Interventions 10(5).
- McLernon, D.; Velde, E. te; Steyerberg, E.; Lee, A.; Mol, B. & Bhattacharya, S. (2017), A dynamic approach to estimating the chances of a live birth in couples with unexplained subfertility with and without treatment: a population-based record-linkage study, Human Reproduction 32: 324-324.
- Eekelen, R. van; Geloven, N. van; Wely, M. van; McLernon, D.J.; Eijkemans, M.J.; Repping, S.; Steyerberg, E.W.; Mol, B.W.; Bhattacharya, S. & Veen, F. van der (2017), Constructing the crystal ball: how to get reliable prognostic information for the management of subfertile couples, Human Reproduction 32(11): 2153-2158.
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