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[Impact of a clinical decision model for febrile children at risk for serious bacterial infections at the emergency department: a randomized controlled trial].

Nederlands tijdschrift voor geneeskunde

de Vos-Kerkhof E, Nijman RG, Vergouwe Y, Polinder S, Steyerberg EW, van der Lei J, Moll H, Oostenbrink R.
PMID: 26507069
Ned Tijdschr Geneeskd. 2015;159:A9552.

OBJECTIVE: To assess the impact of a clinical decision model for febrile children at risk for serious bacterial infections (SBI) attending the emergency department (ED).METHOD: Randomized controlled trial with 439 febrile children, aged 1 month-16 years, attending the pediatric...

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de Vos-Kerkhof E, Nijman RG, Vergouwe Y, et al. Ernstige infecties bij kinderen met koorts op de SEH: bruikbaarheid en implementatie van een klinisch beslismodel. [Impact of a clinical decision model for febrile children at risk for serious bacterial infections at the emergency department: a randomized controlled trial]. Ned Tijdschr Geneeskd. 2015;159:A9552
de Vos-Kerkhof, E., Nijman, R. G., Vergouwe, Y., Polinder, S., Steyerberg, E. W., van der Lei, J., Moll, H., & Oostenbrink, R. (2015). Ernstige infecties bij kinderen met koorts op de SEH: bruikbaarheid en implementatie van een klinisch beslismodel. [Impact of a clinical decision model for febrile children at risk for serious bacterial infections at the emergency department: a randomized controlled trial]. Nederlands tijdschrift voor geneeskunde, 159A9552.
de Vos-Kerkhof, Evelien, et al. "Ernstige infecties bij kinderen met koorts op de SEH: bruikbaarheid en implementatie van een klinisch beslismodel." [Impact of a clinical decision model for febrile children at risk for serious bacterial infections at the emergency department: a randomized controlled trial]. Nederlands tijdschrift voor geneeskunde vol. 159 (2015): A9552.
de Vos-Kerkhof E, Nijman RG, Vergouwe Y, Polinder S, Steyerberg EW, van der Lei J, Moll H, Oostenbrink R. Ernstige infecties bij kinderen met koorts op de SEH: bruikbaarheid en implementatie van een klinisch beslismodel. [Impact of a clinical decision model for febrile children at risk for serious bacterial infections at the emergency department: a randomized controlled trial]. Ned Tijdschr Geneeskd. 2015;159:A9552. Dutch. PMID: 26507069.
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Prediction models need appropriate internal, internal-external, and external validation.

Journal of clinical epidemiology

Steyerberg EW, Harrell FE.
PMID: 25981519
J Clin Epidemiol. 2016 Jan;69:245-7. doi: 10.1016/j.jclinepi.2015.04.005. Epub 2015 Apr 18.

No abstract available.

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Steyerberg EW, Harrell FE. Prediction models need appropriate internal, internal-external, and external validation. J Clin Epidemiol. 2015;69:245-7doi: 10.1016/j.jclinepi.2015.04.005.
Steyerberg, E. W., & Harrell, F. E. (2016). Prediction models need appropriate internal, internal-external, and external validation. Journal of clinical epidemiology, 69245-7. https://doi.org/10.1016/j.jclinepi.2015.04.005
Steyerberg, Ewout W, and Harrell, Frank E. "Prediction models need appropriate internal, internal-external, and external validation." Journal of clinical epidemiology vol. 69 (2016): 245-7. doi: https://doi.org/10.1016/j.jclinepi.2015.04.005
Steyerberg EW, Harrell FE. Prediction models need appropriate internal, internal-external, and external validation. J Clin Epidemiol. 2016 Jan;69:245-7. doi: 10.1016/j.jclinepi.2015.04.005. Epub 2015 Apr 18. PMID: 25981519; PMCID: PMC5578404.
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Improving prediction models with new markers: a comparison of updating strategies.

BMC medical research methodology

Nieboer D, Vergouwe Y, Ankerst DP, Roobol MJ, Steyerberg EW.
PMID: 27678479
BMC Med Res Methodol. 2016 Sep 27;16(1):128. doi: 10.1186/s12874-016-0231-2.

BACKGROUND: New markers hold the promise of improving risk prediction for individual patients. We aimed to compare the performance of different strategies to extend a previously developed prediction model with a new marker.METHODS: Our motivating example was the extension...

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Nieboer D, Vergouwe Y, Ankerst DP, et al. Improving prediction models with new markers: a comparison of updating strategies. BMC Med Res Methodol. 2016;16(1):128doi: 10.1186/s12874-016-0231-2.
Nieboer, D., Vergouwe, Y., Ankerst, D. P., Roobol, M. J., & Steyerberg, E. W. (2016). Improving prediction models with new markers: a comparison of updating strategies. BMC medical research methodology, 16(1), 128. https://doi.org/10.1186/s12874-016-0231-2
Nieboer, D, et al. "Improving prediction models with new markers: a comparison of updating strategies." BMC medical research methodology vol. 16,1 (2016): 128. doi: https://doi.org/10.1186/s12874-016-0231-2
Nieboer D, Vergouwe Y, Ankerst DP, Roobol MJ, Steyerberg EW. Improving prediction models with new markers: a comparison of updating strategies. BMC Med Res Methodol. 2016 Sep 27;16(1):128. doi: 10.1186/s12874-016-0231-2. PMID: 27678479; PMCID: PMC5039804.
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A New Approach to Evidence Synthesis in Traumatic Brain Injury: A Living Systematic Review.

Journal of neurotrauma

Synnot A, Gruen RL, Menon D, Steyerberg EW, Buki A, Peul WC, Elliott JH, Maas A.
PMID: 26414062
J Neurotrauma. 2021 Apr 15;38(8):1069-1071. doi: 10.1089/neu.2015.4124. Epub 2016 Aug 25.

Living systematic reviews (LSRs) are online summaries of health care research that are updated as new research becomes available. This new development in evidence synthesis is being trialled as part of the Collaborative European NeuroTrauma Effectiveness Research in Traumatic...

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Synnot A, Gruen RL, Menon D, et al. A New Approach to Evidence Synthesis in Traumatic Brain Injury: A Living Systematic Review. J Neurotrauma. 2016;38(8):1069-1071doi: 10.1089/neu.2015.4124.
Synnot, A., Gruen, R. L., Menon, D., Steyerberg, E. W., Buki, A., Peul, W. C., Elliott, J. H., & Maas, A. (2021). A New Approach to Evidence Synthesis in Traumatic Brain Injury: A Living Systematic Review. Journal of neurotrauma, 38(8), 1069-1071. https://doi.org/10.1089/neu.2015.4124
Synnot, Anneliese, et al. "A New Approach to Evidence Synthesis in Traumatic Brain Injury: A Living Systematic Review." Journal of neurotrauma vol. 38,8 (2021): 1069-1071. doi: https://doi.org/10.1089/neu.2015.4124
Synnot A, Gruen RL, Menon D, Steyerberg EW, Buki A, Peul WC, Elliott JH, Maas A. A New Approach to Evidence Synthesis in Traumatic Brain Injury: A Living Systematic Review. J Neurotrauma. 2021 Apr 15;38(8):1069-1071. doi: 10.1089/neu.2015.4124. Epub 2016 Aug 25. PMID: 26414062; PMCID: PMC8054513.
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[Roaming through methodology. XXXIV. Limitations of predictive models].

Nederlands tijdschrift voor geneeskunde

Steyerberg EW.
PMID: 11582648
Ned Tijdschr Geneeskd. 2001 Sep 15;145(37):1822-3.

No abstract available.

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Steyerberg EW. Dwalingen in de methodologie. XXXIV. Predictiemodellen stellen vaak teleur. [Roaming through methodology. XXXIV. Limitations of predictive models]. Ned Tijdschr Geneeskd. 2001;145(37):1822-3
Steyerberg, E. W. (2001). Dwalingen in de methodologie. XXXIV. Predictiemodellen stellen vaak teleur. [Roaming through methodology. XXXIV. Limitations of predictive models]. Nederlands tijdschrift voor geneeskunde, 145(37), 1822-3.
Steyerberg, E W. "Dwalingen in de methodologie. XXXIV. Predictiemodellen stellen vaak teleur." [Roaming through methodology. XXXIV. Limitations of predictive models]. Nederlands tijdschrift voor geneeskunde vol. 145,37 (2001): 1822-3.
Steyerberg EW. Dwalingen in de methodologie. XXXIV. Predictiemodellen stellen vaak teleur. [Roaming through methodology. XXXIV. Limitations of predictive models]. Ned Tijdschr Geneeskd. 2001 Sep 15;145(37):1822-3. Dutch. PMID: 11582648.
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[Hospital top 100: changing rankings, changing reputations].

Nederlands tijdschrift voor geneeskunde

van Dishoeck AM, Steyerberg EW.
PMID: 17323885
Ned Tijdschr Geneeskd. 2007 Jan 27;151(4):265-6.

No abstract available.

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van Dishoeck AM, Steyerberg EW. Ziekenhuizentop-100: wisselende ranglijsten, wisselende reputaties. [Hospital top 100: changing rankings, changing reputations]. Ned Tijdschr Geneeskd. 2007;151(4):265-6
van Dishoeck, A. M., & Steyerberg, E. W. (2007). Ziekenhuizentop-100: wisselende ranglijsten, wisselende reputaties. [Hospital top 100: changing rankings, changing reputations]. Nederlands tijdschrift voor geneeskunde, 151(4), 265-6.
van Dishoeck, A M, and Steyerberg, E W. "Ziekenhuizentop-100: wisselende ranglijsten, wisselende reputaties." [Hospital top 100: changing rankings, changing reputations]. Nederlands tijdschrift voor geneeskunde vol. 151,4 (2007): 265-6.
van Dishoeck AM, Steyerberg EW. Ziekenhuizentop-100: wisselende ranglijsten, wisselende reputaties. [Hospital top 100: changing rankings, changing reputations]. Ned Tijdschr Geneeskd. 2007 Jan 27;151(4):265-6. Dutch. PMID: 17323885.
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Cancer risk in MLH1, MSH2 and MSH6 mutation carriers; different risk profiles may influence clinical management.

Hereditary cancer in clinical practice

Ramsoekh D, Wagner A, van Leerdam ME, Dooijes D, Tops CM, Steyerberg EW, Kuipers EJ.
PMID: 20028567
Hered Cancer Clin Pract. 2009 Dec 23;7(1):17. doi: 10.1186/1897-4287-7-17.

BACKGROUND: Lynch syndrome (LS) is associated with a high risk for colorectal cancer (CRC) and extracolonic malignancies, such as endometrial carcinoma (EC). The risk is dependent of the affected mismatch repair gene. The aim of the present study was...

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Ramsoekh D, Wagner A, van Leerdam ME, et al. Cancer risk in MLH1, MSH2 and MSH6 mutation carriers; different risk profiles may influence clinical management. Hered Cancer Clin Pract. 2009;7(1):17doi: 10.1186/1897-4287-7-17.
Ramsoekh, D., Wagner, A., van Leerdam, M. E., Dooijes, D., Tops, C. M., Steyerberg, E. W., & Kuipers, E. J. (2009). Cancer risk in MLH1, MSH2 and MSH6 mutation carriers; different risk profiles may influence clinical management. Hereditary cancer in clinical practice, 7(1), 17. https://doi.org/10.1186/1897-4287-7-17
Ramsoekh, Dewkoemar, et al. "Cancer risk in MLH1, MSH2 and MSH6 mutation carriers; different risk profiles may influence clinical management." Hereditary cancer in clinical practice vol. 7,1 (2009): 17. doi: https://doi.org/10.1186/1897-4287-7-17
Ramsoekh D, Wagner A, van Leerdam ME, Dooijes D, Tops CM, Steyerberg EW, Kuipers EJ. Cancer risk in MLH1, MSH2 and MSH6 mutation carriers; different risk profiles may influence clinical management. Hered Cancer Clin Pract. 2009 Dec 23;7(1):17. doi: 10.1186/1897-4287-7-17. PMID: 20028567; PMCID: PMC2804564.
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Predicting Outcome of Endovascular Treatment for Acute Ischemic Stroke: Potential Value of Machine Learning Algorithms.

Frontiers in neurology

van Os HJA, Ramos LA, Hilbert A, van Leeuwen M, van Walderveen MAA, Kruyt ND, Dippel DWJ, Steyerberg EW, van der Schaaf IC, Lingsma HF, Schonewille WJ, Majoie CBLM, Olabarriaga SD, Zwinderman KH, Venema E, Marquering HA, Wermer MJH.
PMID: 30319525
Front Neurol. 2018 Sep 25;9:784. doi: 10.3389/fneur.2018.00784. eCollection 2018.

No abstract available.

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van Os HJA, Ramos LA, Hilbert A, et al. Predicting Outcome of Endovascular Treatment for Acute Ischemic Stroke: Potential Value of Machine Learning Algorithms. Front Neurol. 2018;9:784doi: 10.3389/fneur.2018.00784.
van Os, H. J. A., Ramos, L. A., Hilbert, A., van Leeuwen, M., van Walderveen, M. A. A., Kruyt, N. D., Dippel, D. W. J., Steyerberg, E. W., van der Schaaf, I. C., Lingsma, H. F., Schonewille, W. J., Majoie, C. B. L. M., Olabarriaga, S. D., Zwinderman, K. H., Venema, E., Marquering, H. A., Wermer, M. J. H. (2018). Predicting Outcome of Endovascular Treatment for Acute Ischemic Stroke: Potential Value of Machine Learning Algorithms. Frontiers in neurology, 9784. https://doi.org/10.3389/fneur.2018.00784
van Os, Hendrikus J A, et al. "Predicting Outcome of Endovascular Treatment for Acute Ischemic Stroke: Potential Value of Machine Learning Algorithms." Frontiers in neurology vol. 9 (2018): 784. doi: https://doi.org/10.3389/fneur.2018.00784
van Os HJA, Ramos LA, Hilbert A, van Leeuwen M, van Walderveen MAA, Kruyt ND, Dippel DWJ, Steyerberg EW, van der Schaaf IC, Lingsma HF, Schonewille WJ, Majoie CBLM, Olabarriaga SD, Zwinderman KH, Venema E, Marquering HA, Wermer MJH. Predicting Outcome of Endovascular Treatment for Acute Ischemic Stroke: Potential Value of Machine Learning Algorithms. Front Neurol. 2018 Sep 25;9:784. doi: 10.3389/fneur.2018.00784. eCollection 2018. PMID: 30319525; PMCID: PMC6167479.
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Variation in Blood Transfusion and Coagulation Management in Traumatic Brain Injury at the Intensive Care Unit: A Survey in 66 Neurotrauma Centers Participating in the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury Study.

Journal of neurotrauma

Huijben JA, van der Jagt M, Cnossen MC, Kruip MJHA, Haitsma IK, Stocchetti N, Maas AIR, Menon DK, Ercole A, Maegele M, Stanworth SJ, Citerio G, Polinder S, Steyerberg EW, Lingsma HF.
PMID: 28825511
J Neurotrauma. 2018 Jan 15;35(2):323-332. doi: 10.1089/neu.2017.5194. Epub 2017 Nov 21.

Our aim was to describe current approaches and to quantify variability between European intensive care units (ICUs) in patients with traumatic brain injury (TBI). Therefore, we conducted a provider profiling survey as part of the Collaborative European NeuroTrauma Effectiveness...

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Huijben JA, van der Jagt M, Cnossen MC, et al. Variation in Blood Transfusion and Coagulation Management in Traumatic Brain Injury at the Intensive Care Unit: A Survey in 66 Neurotrauma Centers Participating in the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury Study. J Neurotrauma. 2017;35(2):323-332doi: 10.1089/neu.2017.5194.
Huijben, J. A., van der Jagt, M., Cnossen, M. C., Kruip, M. J. H. A., Haitsma, I. K., Stocchetti, N., Maas, A. I. R., Menon, D. K., Ercole, A., Maegele, M., Stanworth, S. J., Citerio, G., Polinder, S., Steyerberg, E. W., Lingsma, H. F. (2018). Variation in Blood Transfusion and Coagulation Management in Traumatic Brain Injury at the Intensive Care Unit: A Survey in 66 Neurotrauma Centers Participating in the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury Study. Journal of neurotrauma, 35(2), 323-332. https://doi.org/10.1089/neu.2017.5194
Huijben, Jilske A, et al. "Variation in Blood Transfusion and Coagulation Management in Traumatic Brain Injury at the Intensive Care Unit: A Survey in 66 Neurotrauma Centers Participating in the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury Study." Journal of neurotrauma vol. 35,2 (2018): 323-332. doi: https://doi.org/10.1089/neu.2017.5194
Huijben JA, van der Jagt M, Cnossen MC, Kruip MJHA, Haitsma IK, Stocchetti N, Maas AIR, Menon DK, Ercole A, Maegele M, Stanworth SJ, Citerio G, Polinder S, Steyerberg EW, Lingsma HF. Variation in Blood Transfusion and Coagulation Management in Traumatic Brain Injury at the Intensive Care Unit: A Survey in 66 Neurotrauma Centers Participating in the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury Study. J Neurotrauma. 2018 Jan 15;35(2):323-332. doi: 10.1089/neu.2017.5194. Epub 2017 Nov 21. PMID: 28825511.
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Between-center and between-country differences in outcome after aneurysmal subarachnoid hemorrhage in the Subarachnoid Hemorrhage International Trialists (SAHIT) repository.

Journal of neurosurgery

Dijkland SA, Jaja BNR, van der Jagt M, Roozenbeek B, Vergouwen MDI, Suarez JI, Torner JC, Todd MM, van den Bergh WM, Saposnik G, Zumofen DW, Cusimano MD, Mayer SA, Lo BWY, Steyerberg EW, Dippel DWJ, Schweizer TA, Macdonald RL, Lingsma HF.
PMID: 31443072
J Neurosurg. 2019 Aug 23;1-9. doi: 10.3171/2019.5.JNS19483. Epub 2019 Aug 23.

OBJECTIVE: Differences in clinical outcomes between centers and countries may reflect variation in patient characteristics, diagnostic and therapeutic policies, or quality of care. The purpose of this study was to investigate the presence and magnitude of between-center and between-country...

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Dijkland SA, Jaja BNR, van der Jagt M, et al. Between-center and between-country differences in outcome after aneurysmal subarachnoid hemorrhage in the Subarachnoid Hemorrhage International Trialists (SAHIT) repository. J Neurosurg. 2019;1-9doi: 10.3171/2019.5.JNS19483.
Dijkland, S. A., Jaja, B. N. R., van der Jagt, M., Roozenbeek, B., Vergouwen, M. D. I., Suarez, J. I., Torner, J. C., Todd, M. M., van den Bergh, W. M., Saposnik, G., Zumofen, D. W., Cusimano, M. D., Mayer, S. A., Lo, B. W. Y., Steyerberg, E. W., Dippel, D. W. J., Schweizer, T. A., Macdonald, R. L., Lingsma, H. F. (2019). Between-center and between-country differences in outcome after aneurysmal subarachnoid hemorrhage in the Subarachnoid Hemorrhage International Trialists (SAHIT) repository. Journal of neurosurgery, 1-9. https://doi.org/10.3171/2019.5.JNS19483
Dijkland, Simone A, et al. "Between-center and between-country differences in outcome after aneurysmal subarachnoid hemorrhage in the Subarachnoid Hemorrhage International Trialists (SAHIT) repository." Journal of neurosurgery vol. (2019): 1-9. doi: https://doi.org/10.3171/2019.5.JNS19483
Dijkland SA, Jaja BNR, van der Jagt M, Roozenbeek B, Vergouwen MDI, Suarez JI, Torner JC, Todd MM, van den Bergh WM, Saposnik G, Zumofen DW, Cusimano MD, Mayer SA, Lo BWY, Steyerberg EW, Dippel DWJ, Schweizer TA, Macdonald RL, Lingsma HF. Between-center and between-country differences in outcome after aneurysmal subarachnoid hemorrhage in the Subarachnoid Hemorrhage International Trialists (SAHIT) repository. J Neurosurg. 2019 Aug 23;1-9. doi: 10.3171/2019.5.JNS19483. Epub 2019 Aug 23. PMID: 31443072.
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Repeatedly measured predictors: a comparison of methods for prediction modeling.

Diagnostic and prognostic research

Welten M, de Kroon MLA, Renders CM, Steyerberg EW, Raat H, Twisk JWR, Heymans MW.
PMID: 31093555
Diagn Progn Res. 2018 Feb 13;2:5. doi: 10.1186/s41512-018-0024-7. eCollection 2018.

BACKGROUND: In literature, not much emphasis has been placed on methods for analyzing repeatedly measured independent variables, even less so for the use in prediction modeling specifically. However, repeated measurements could especially be interesting for the construction of prediction...

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Welten M, de Kroon MLA, Renders CM, et al. Repeatedly measured predictors: a comparison of methods for prediction modeling. Diagn Progn Res. 2018;2:5doi: 10.1186/s41512-018-0024-7.
Welten, M., de Kroon, M. L. A., Renders, C. M., Steyerberg, E. W., Raat, H., Twisk, J. W. R., & Heymans, M. W. (2018). Repeatedly measured predictors: a comparison of methods for prediction modeling. Diagnostic and prognostic research, 25. https://doi.org/10.1186/s41512-018-0024-7
Welten, Marieke, et al. "Repeatedly measured predictors: a comparison of methods for prediction modeling." Diagnostic and prognostic research vol. 2 (2018): 5. doi: https://doi.org/10.1186/s41512-018-0024-7
Welten M, de Kroon MLA, Renders CM, Steyerberg EW, Raat H, Twisk JWR, Heymans MW. Repeatedly measured predictors: a comparison of methods for prediction modeling. Diagn Progn Res. 2018 Feb 13;2:5. doi: 10.1186/s41512-018-0024-7. eCollection 2018. PMID: 31093555; PMCID: PMC6460730.
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Prediction, Not Association, Paves the Road to Precision Medicine.

JAMA psychiatry

Bzdok D, Varoquaux G, Steyerberg EW.
PMID: 32804995
JAMA Psychiatry. 2021 Feb 01;78(2):127-128. doi: 10.1001/jamapsychiatry.2020.2549.

No abstract available.

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Bzdok D, Varoquaux G, Steyerberg EW. Prediction, Not Association, Paves the Road to Precision Medicine. JAMA Psychiatry. 2021;78(2):127-128doi: 10.1001/jamapsychiatry.2020.2549.
Bzdok, D., Varoquaux, G., & Steyerberg, E. W. (2021). Prediction, Not Association, Paves the Road to Precision Medicine. JAMA psychiatry, 78(2), 127-128. https://doi.org/10.1001/jamapsychiatry.2020.2549
Bzdok, Danilo, et al. "Prediction, Not Association, Paves the Road to Precision Medicine." JAMA psychiatry vol. 78,2 (2021): 127-128. doi: https://doi.org/10.1001/jamapsychiatry.2020.2549
Bzdok D, Varoquaux G, Steyerberg EW. Prediction, Not Association, Paves the Road to Precision Medicine. JAMA Psychiatry. 2021 Feb 01;78(2):127-128. doi: 10.1001/jamapsychiatry.2020.2549. PMID: 32804995.
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