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Items: 1 to 50 of 924

1.

Prognostic factors for medical and productivity costs, and return to work after trauma.

de Munter L, Geraerds AJLM, de Jongh MAC, van der Vlegel M, Steyerberg EW, Haagsma JA, Polinder S.

PLoS One. 2020 Mar 25;15(3):e0230641. doi: 10.1371/journal.pone.0230641. eCollection 2020.

PMID:
32210472
2.

Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury.

Gravesteijn BY, Nieboer D, Ercole A, Lingsma HF, Nelson D, van Calster B, Steyerberg EW; CENTER-TBI collaborators.

J Clin Epidemiol. 2020 Mar 19. pii: S0895-4356(19)30875-3. doi: 10.1016/j.jclinepi.2020.03.005. [Epub ahead of print]

3.

A 4-item PRECISE-DAPT score for dual antiplatelet therapy duration decision-making.

Costa F, van Klaveren D, Colombo A, Feres F, Räber L, Pilgrim T, Hong MK, Kim HS, Windecker S, Steyerberg EW, Valgimigli M; PRECISE-DAPT Study Investigators.

Am Heart J. 2020 Jan 30;223:44-47. doi: 10.1016/j.ahj.2020.01.014. [Epub ahead of print]

PMID:
32151822
4.

Quality indicators for patients with traumatic brain injury in European intensive care units: a CENTER-TBI study.

Huijben JA, Wiegers EJA, Ercole A, de Keizer NF, Maas AIR, Steyerberg EW, Citerio G, Wilson L, Polinder S, Nieboer D, Menon D, Lingsma HF, van der Jagt M; CENTER-TBI investigators and participants for the ICU stratum.

Crit Care. 2020 Mar 4;24(1):78. doi: 10.1186/s13054-020-2791-0.

5.

Changing care pathways and between-center practice variations in intensive care for traumatic brain injury across Europe: a CENTER-TBI analysis.

Huijben JA, Wiegers EJA, Lingsma HF, Citerio G, Maas AIR, Menon DK, Ercole A, Nelson D, van der Jagt M, Steyerberg EW, Helbok R, Lecky F, Peul W, Birg T, Zoerle T, Carbonara M, Stocchetti N; CENTER-TBI investigators and participants.

Intensive Care Med. 2020 Feb 25. doi: 10.1007/s00134-020-05965-z. [Epub ahead of print]

PMID:
32100061
6.

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

Latenstein AEJ, van Roessel S, van der Geest LGM, Bonsing BA, Dejong CHC, Groot Koerkamp B, de Hingh IHJT, Homs MYV, Klaase JM, Lemmens V, Molenaar IQ, Steyerberg EW, Stommel MWJ, Busch OR, van Eijck CHJ, van Laarhoven HWM, Wilmink JW, Besselink MG; Dutch Pancreatic Cancer Group.

Ann Surg Oncol. 2020 Feb 12. doi: 10.1245/s10434-020-08235-w. [Epub ahead of print]

PMID:
32052299
7.

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

Giardiello D, Antoniou AC, Mariani L, Easton DF, Steyerberg EW.

Breast Cancer Res. 2020 Feb 10;22(1):17. doi: 10.1186/s13058-020-1255-4. No abstract available.

8.

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

van Kessel KEM, de Jong JJ, Ziel-van der Made ACJ, Roshani H, Haensel SM, Wolterbeek JH, Boevé ER, Oomens EHGM, van Casteren NJ, Krispin M, Boormans JL, Steyerberg EW, van Criekinge W, Zwarthoff EC.

J Urol. 2020 Jan 27:101097JU0000000000000786. doi: 10.1097/JU.0000000000000786. [Epub ahead of print]

PMID:
31985322
9.

Editorial Comment.

Steyerberg EW.

J Urol. 2020 Jan 13:101097JU000000000000062202. doi: 10.1097/JU.0000000000000622.02. [Epub ahead of print] No abstract available.

PMID:
31928464
10.

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

van Roessel S, Strijker M, Steyerberg EW, Groen JV, Mieog JS, Groot VP, He J, De Pastena M, Marchegiani G, Bassi C, Suhool A, Jang JY, Busch OR, Halimi A, Zarantonello L, Groot Koerkamp B, Samra JS, Mittal A, Gill AJ, Bolm L, van Eijck CH, Abu Hilal M, Del Chiaro M, Keck T, Alseidi A, Wolfgang CL, Malleo G, Besselink MG.

Eur J Surg Oncol. 2019 Dec 28. pii: S0748-7983(19)31519-7. doi: 10.1016/j.ejso.2019.12.023. [Epub ahead of print]

PMID:
31924432
11.

Prevalence and Prognostic Factors for Psychological Distress After Trauma.

de Munter L, Polinder S, Haagsma JA, Kruithof N, van de Ree CLP, Steyerberg EW, de Jongh M.

Arch Phys Med Rehabil. 2019 Dec 23. pii: S0003-9993(19)31440-6. doi: 10.1016/j.apmr.2019.10.196. [Epub ahead of print]

PMID:
31874154
12.

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

Giardiello D, Steyerberg EW, Hauptmann M, Adank MA, Akdeniz D, Blomqvist C, Bojesen SE, Bolla MK, Brinkhuis M, Chang-Claude J, Czene K, Devilee P, Dunning AM, Easton DF, Eccles DM, Fasching PA, Figueroa J, Flyger H, García-Closas M, Haeberle L, Haiman CA, Hall P, Hamann U, Hopper JL, Jager A, Jakubowska A, Jung A, Keeman R, Kramer I, Lambrechts D, Le Marchand L, Lindblom A, Lubiński J, Manoochehri M, Mariani L, Nevanlinna H, Oldenburg HSA, Pelders S, Pharoah PDP, Shah M, Siesling S, Smit VTHBM, Southey MC, Tapper WJ, Tollenaar RAEM, van den Broek AJ, van Deurzen CHM, van Leeuwen FE, van Ongeval C, Van't Veer LJ, Wang Q, Wendt C, Westenend PJ, Hooning MJ, Schmidt MK.

Breast Cancer Res. 2019 Dec 17;21(1):144. doi: 10.1186/s13058-019-1221-1.

13.

Calibration: the Achilles heel of predictive analytics.

Van Calster B, McLernon DJ, van Smeden M, Wynants L, Steyerberg EW; Topic Group ‘Evaluating diagnostic tests and prediction models’ of the STRATOS initiative.

BMC Med. 2019 Dec 16;17(1):230. doi: 10.1186/s12916-019-1466-7.

14.

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

Zeiler FA, Ercole A, Beqiri E, Cabeleira M, Thelin EP, Stocchetti N, Steyerberg EW, Maas AIR, Menon DK, Czosnyka M, Smielewski P; CENTER-TBI High Resolution ICU (HR ICU) Sub-Study Participants and Investigators.

J Neurotrauma. 2019 Dec 30. doi: 10.1089/neu.2019.6808. [Epub ahead of print]

PMID:
31760893
15.

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.

Voormolen DC, Haagsma JA, Polinder S, Maas AIR, Steyerberg EW, Vuleković P, Sewalt CA, Gravesteijn BY, Covic A, Andelic N, Plass AM, von Steinbuechel N.

J Clin Med. 2019 Nov 8;8(11). pii: E1921. doi: 10.3390/jcm8111921.

16.

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

Kent DM, Paulus JK, van Klaveren D, D'Agostino R, Goodman S, Hayward R, Ioannidis JPA, Patrick-Lake B, Morton S, Pencina M, Raman G, Ross JS, Selker HP, Varadhan R, Vickers A, Wong JB, Steyerberg EW.

Ann Intern Med. 2019 Nov 12. doi: 10.7326/M18-3667. [Epub ahead of print]

PMID:
31711134
17.

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

Kent DM, van Klaveren D, Paulus JK, D'Agostino R, Goodman S, Hayward R, Ioannidis JPA, Patrick-Lake B, Morton S, Pencina M, Raman G, Ross JS, Selker HP, Varadhan R, Vickers A, Wong JB, Steyerberg EW.

Ann Intern Med. 2019 Nov 12. doi: 10.7326/M18-3668. [Epub ahead of print]

PMID:
31711094
18.

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

Luijken K, Wynants L, van Smeden M, Van Calster B, Steyerberg EW, Groenwold RHH; Collaborators.

J Clin Epidemiol. 2020 Mar;119:7-18. doi: 10.1016/j.jclinepi.2019.11.001. Epub 2019 Nov 9.

19.

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

Fustolo-Gunnink SF, Fijnvandraat K, van Klaveren D, Stanworth SJ, Curley A, Onland W, Steyerberg EW, de Kort E, d'Haens EJ, Hulzebos CV, Huisman EJ, de Boode WP, Lopriore E, van der Bom JG; PlaNeT2 and MATISSE collaborators.

Blood. 2019 Dec 26;134(26):2354-2360. doi: 10.1182/blood.2019000899.

PMID:
31697817
20.

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

Gravesteijn B, Sewalt C, Ercole A, Akerlund C, Nelson D, Maas A, Menon D, Lingsma HF, Steyerberg EW.

J Neurotrauma. 2019 Nov 1. doi: 10.1089/neu.2019.6764. [Epub ahead of print]

PMID:
31672086
21.

Three myths about risk thresholds for prediction models.

Wynants L, van Smeden M, McLernon DJ, Timmerman D, Steyerberg EW, Van Calster B; Topic Group ‘Evaluating diagnostic tests and prediction models’ of the STRATOS initiative.

BMC Med. 2019 Oct 25;17(1):192. doi: 10.1186/s12916-019-1425-3.

22.

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

Van Essen TA, Volovici V, Cnossen MC, Kolias A, Ceyisakar I, Nieboer D, Peppel LD, Heijenbrok-Kal M, Ribbers G, Menon D, Hutchinson P, Depreitere B, de Ruiter GCW, Lingsma HF, Steyerberg EW, Maas AI, Peul WC.

BMJ Open. 2019 Oct 16;9(10):e033513. doi: 10.1136/bmjopen-2019-033513.

23.

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

Vickers AJ, van Calster B, Steyerberg EW.

Diagn Progn Res. 2019 Oct 4;3:18. doi: 10.1186/s41512-019-0064-7. eCollection 2019.

24.

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

Kalapara AA, Verbeek JFM, Nieboer D, Fahey M, Gnanapragasam V, Van Hemelrijck M, Lee LS, Bangma CH, Steyerberg EW, Harkin T, Helleman J, Roobol MJ, Frydenberg M; Movember Foundation’s Global Action Plan Prostate Cancer Active Surveillance (GAP3) Consortium.

Eur Urol Oncol. 2020 Feb;3(1):80-91. doi: 10.1016/j.euo.2019.08.014. Epub 2019 Sep 26.

PMID:
31564531
25.

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

Roumans CAM, van der Bogt RD, Steyerberg EW, Rizopoulos D, Lansdorp-Vogelaar I, Sharma P, Spaander MCW, Bruno MJ.

Endoscopy. 2020 Jan;52(1):17-28. doi: 10.1055/a-0995-0134. Epub 2019 Sep 17.

PMID:
31529444
26.

Risk factors for postoperative delirium after elective major abdominal surgery in elderly patients: A cohort study.

Janssen TL, Steyerberg EW, Faes MC, Wijsman JH, Gobardhan PD, Ho GH, van der Laan L.

Int J Surg. 2019 Nov;71:29-35. doi: 10.1016/j.ijsu.2019.09.011. Epub 2019 Sep 14.

PMID:
31526896
27.

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

Steyerberg EW, Wiegers E, Sewalt C, Buki A, Citerio G, De Keyser V, Ercole A, Kunzmann K, Lanyon L, Lecky F, Lingsma H, Manley G, Nelson D, Peul W, Stocchetti N, von Steinbüchel N, Vande Vyvere T, Verheyden J, Wilson L, Maas AIR, Menon DK; CENTER-TBI Participants and Investigators.

Lancet Neurol. 2019 Oct;18(10):923-934. doi: 10.1016/S1474-4422(19)30232-7.

28.

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

Roos VH, Mangas-Sanjuan C, Rodriguez-Girondo M, Medina-Prado L, Steyerberg EW, Bossuyt PMM, Dekker E, Jover R, van Leerdam ME.

Clin Gastroenterol Hepatol. 2019 Dec;17(13):2657-2667.e9. doi: 10.1016/j.cgh.2019.09.007. Epub 2019 Sep 13. Review.

PMID:
31525516
29.

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

Retel Helmrich IR, van Klaveren D, Steyerberg EW.

J Physiother. 2019 Oct;65(4):243-245. doi: 10.1016/j.jphys.2019.08.009. Epub 2019 Sep 11. No abstract available.

30.

Variation in the practice of tracheal intubation in Europe after traumatic brain injury: a prospective cohort study.

Gravesteijn BY, Sewalt CA, Ercole A, Lecky F, Menon D, Steyerberg EW, Maas AIR, Lingsma HF, Klimek M; CENTER-TBI collaborators.

Anaesthesia. 2020 Jan;75(1):45-53. doi: 10.1111/anae.14838. Epub 2019 Sep 13.

31.

Trauma models to identify major trauma and mortality in the prehospital setting.

Sewalt CA, Venema E, Wiegers EJA, Lecky FE, Schuit SCE, den Hartog D, Steyerberg EW, Lingsma HF.

Br J Surg. 2020 Mar;107(4):373-380. doi: 10.1002/bjs.11304. Epub 2019 Sep 10.

32.

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

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; Members of the SAHIT Collaboration.

J Neurosurg. 2019 Aug 23:1-9. doi: 10.3171/2019.5.JNS19483. [Epub ahead of print]

PMID:
31443072
33.

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

Verbeek JFM, Nieboer D, Steyerberg EW, Roobol MJ.

Eur Urol Oncol. 2019 Aug 17. pii: S2588-9311(19)30115-4. doi: 10.1016/j.euo.2019.07.012. [Epub ahead of print]

PMID:
31431394
34.

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

Van Calster B, Verbakel JY, Christodoulou E, Steyerberg EW, Collins GS.

J Clin Epidemiol. 2019 Dec;116:137-138. doi: 10.1016/j.jclinepi.2019.08.002. Epub 2019 Aug 16. No abstract available.

PMID:
31425736
35.

Fundamentals of Clinical Prediction Modeling for the Neurosurgeon.

Mijderwijk HJ, Steyerberg EW, Steiger HJ, Fischer I, Kamp MA.

Neurosurgery. 2019 Sep 1;85(3):302-311. doi: 10.1093/neuros/nyz282.

PMID:
31418042
36.

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

Steyerberg EW, Nieboer D, Debray TPA, van Houwelingen HC.

Stat Med. 2019 Sep 30;38(22):4290-4309. doi: 10.1002/sim.8296. Epub 2019 Aug 2.

37.

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

Van Calster B, Wynants L, Timmerman D, Steyerberg EW, Collins GS.

J Am Med Inform Assoc. 2019 Dec 1;26(12):1651-1654. doi: 10.1093/jamia/ocz130.

38.

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

Determann D, Gyrd-Hansen D, de Wit GA, de Bekker-Grob EW, Steyerberg EW, Lambooij MS, Bjørnskov Pedersen L.

Med Decis Making. 2019 Aug;39(6):681-692. doi: 10.1177/0272989X19862275. Epub 2019 Jul 29.

PMID:
31354031
39.

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

van den Hoven I, van Klaveren D, Verheuvel NC, van la Parra RFD, Voogd AC, de Roos WK, Bosscha K, Heuts EM, Tjan-Heijnen VCG, Roumen RMH, Steyerberg EW.

J Surg Oncol. 2019 Sep;120(4):578-586. doi: 10.1002/jso.25644. Epub 2019 Jul 23.

40.

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.

Drost FH, Osses D, Nieboer D, Bangma CH, Steyerberg EW, Roobol MJ, Schoots IG.

Eur Urol. 2020 Jan;77(1):78-94. doi: 10.1016/j.eururo.2019.06.023. Epub 2019 Jul 18. Review.

PMID:
31326219
41.

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

Tomer A, Rizopoulos D, Nieboer D, Drost FJ, Roobol MJ, Steyerberg EW.

Med Decis Making. 2019 Jul;39(5):499-508. doi: 10.1177/0272989X19861963. Epub 2019 Jul 18.

42.

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

van Bussel EF, Richard E, Busschers WB, Steyerberg EW, van Gool WA, Moll van Charante EP, Hoevenaar-Blom MP.

J Clin Hypertens (Greenwich). 2019 Aug;21(8):1145-1152. doi: 10.1111/jch.13617. Epub 2019 Jul 11.

43.

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

Volovici V, Steyerberg EW, Cnossen MC, Haitsma IK, Dirven CMF, Maas AIR, Lingsma HF.

J Neurotrauma. 2019 Nov 15;36(22):3183-3189. doi: 10.1089/neu.2019.6474. Epub 2019 Jul 31.

PMID:
31280663
44.

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

Austin PC, Steyerberg EW.

Stat Med. 2019 Sep 20;38(21):4051-4065. doi: 10.1002/sim.8281. Epub 2019 Jul 3.

45.

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

Austin PC, Ceyisakar IE, Steyerberg EW, Lingsma HF, Marang-van de Mheen PJ.

BMC Med Res Methodol. 2019 Jun 26;19(1):131. doi: 10.1186/s12874-019-0769-x.

46.

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

van Klaveren D, Balan TA, Steyerberg EW, Kent DM.

J Clin Epidemiol. 2019 Oct;114:72-83. doi: 10.1016/j.jclinepi.2019.05.029. Epub 2019 Jun 10.

PMID:
31195109
47.

Multimodal prehabilitation to reduce the incidence of delirium and other adverse events in elderly patients undergoing elective major abdominal surgery: An uncontrolled before-and-after study.

Janssen TL, Steyerberg EW, Langenberg JCM, de Lepper CCHAVH, Wielders D, Seerden TCJ, de Lange DC, Wijsman JH, Ho GH, Gobardhan PD, van Alphen R, van der Laan L.

PLoS One. 2019 Jun 13;14(6):e0218152. doi: 10.1371/journal.pone.0218152. eCollection 2019.

48.

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

van Klaveren D, Steyerberg EW, Gönen M, Vergouwe Y.

Diagn Progn Res. 2019 Jun 6;3:11. doi: 10.1186/s41512-019-0055-8. eCollection 2019.

49.

Impact of predictor measurement heterogeneity across settings on the performance of prediction models: A measurement error perspective.

Luijken K, Groenwold RHH, Van Calster B, Steyerberg EW, van Smeden M.

Stat Med. 2019 Aug 15;38(18):3444-3459. doi: 10.1002/sim.8183. Epub 2019 May 31.

50.

Understanding of interaction (subgroup) analysis in clinical trials.

Brankovic M, Kardys I, Steyerberg EW, Lemeshow S, Markovic M, Rizopoulos D, Boersma E.

Eur J Clin Invest. 2019 Aug;49(8):e13145. doi: 10.1111/eci.13145. Epub 2019 Jun 14. Review.

PMID:
31135965

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