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Author Details

Ewout W Steyerberg
Leiden University Medical Center
1992
1145
133
PMIDPaper TitleJournal TitlePublished Year
37689364Prognostic models for clinical outcomes in patients with venous leg ulcers: A systematic review.J Vasc Surg Venous Lymphat Disord2024
36255538Recall bias in pain scores evaluating abdominal wall and groin pain surgery.Hernia2023
37523199Development and Validation of a Postprocedural Model to Predict Outcome After Endovascular Treatment for Ischemic Stroke.JAMA Neurol2023
37747570Early surgery versus conservative treatment in patients with traumatic intracerebral hematoma: a CENTER-TBI study.Acta Neurochir (Wien)2023
37651262Predicting ICU Mortality in Acute Respiratory Distress Syndrome Patients Using Machine Learning: The Predicting Outcome and STratifiCation of severity in ARDS (POSTCARDS) Study.Crit Care Med2023
37576943Correction: Predicting procedure duration of colorectal endoscopic submucosal dissection at Western endoscopy centers.Endosc Int Open2023
37604980Mining the contribution of intensive care clinical course to outcome after traumatic brain injury.NPJ Digit Med2023
37811791Radiomics preoperative-Fistula Risk Score (RAD-FRS) for pancreatoduodenectomy: development and external validation.BJS Open2023
35797608Distal Pancreatectomy Fistula Risk Score (D-FRS): Development and International Validation.Ann Surg2023
36951452Development and External Validation of the International Early Warning Score for Improved Age- and Sex-Adjusted In-Hospital Mortality Prediction in the Emergency Department.Crit Care Med2023
36991144A standardized framework for risk-based assessment of treatment effect heterogeneity in observational healthcare databases.NPJ Digit Med2023
37149704Perspectives on validation of clinical predictive algorithms.NPJ Digit Med2023
37212277Intramural Healthcare Consumption and Costs After Traumatic Brain Injury: A Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) Study.J Neurotrauma2023
36983247Impact of Sociodemographic, Premorbid, and Injury-Related Factors on Patient-Reported Outcome Trajectories after Traumatic Brain Injury (TBI).J Clin Med2023
36977990Estimating individualized treatment effects from randomized controlled trials: a simulation study to compare risk-based approaches.BMC Med Res Methodol2023
37277840Decision curve analysis: confidence intervals and hypothesis testing for net benefit.Diagn Progn Res2023
37078144Prognostic Models for Global Functional Outcome and Post-Concussion Symptoms Following Mild Traumatic Brain Injury: A Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) Study.J Neurotrauma2023
37142166Systematic metareview of prediction studies demonstrates stable trends in bias and low PROBAST inter-rater agreement.J Clin Epidemiol2023
37376742Prognostic Value of Serum Biomarkers in Patients With Moderate-Severe Traumatic Brain Injury, Differentiated by Marshall Computer Tomography Classification.J Neurotrauma2023
37203678Identifying and Predicting Postoperative Infections Based on Readily Available Electronic Health Record Data.Stud Health Technol Inform2023
37203503Predicting Depression Risk in Patients with Cancer Using Multimodal Data.Stud Health Technol Inform2023
37062757Mortality Prediction in Severe Traumatic Brain Injury Using Traditional and Machine Learning Algorithms.J Neurotrauma2023
37027437Sensitivity of outcome instruments in a priori selected patient groups after traumatic brain injury: Results from the CENTER-TBI study.PLoS One2023
36879548A Bayesian (meta-)regression model for treatment effects on the risk difference scale.Stat Med2023
36579763Clinical consequences of nonadherence to Barrett's esophagus surveillance recommendations: a Multicenter prospective cohort study.Dis Esophagus2023
36738462Clinical outcome in decompression alone versus decompression and instrumented fusion in patients with isthmic spondylolisthesis: a prospective cohort study.J Neurosurg Spine2023
36829188There is no such thing as a validated prediction model.BMC Med2023
36707634Clinical relevance of timing of assessment of ICU mortality in patients with moderate-to-severe Acute Respiratory Distress Syndrome.Sci Rep2023
36602843Intensive Care Unit Physicians' Perspectives on Artificial Intelligence-Based Clinical Decision Support Tools: Preimplementation Survey Study.JMIR Hum Factors2023
36571841Assessing Performance and Clinical Usefulness in Prediction Models With Survival Outcomes: Practical Guidance for Cox Proportional Hazards Models.Ann Intern Med2023
36702625Factors influencing post-surgical survival in degenerative mitral regurgitation.Eur Heart J2023
36528232Minimal reporting improvement after peer review in reports of COVID-19 prediction models: systematic review.J Clin Epidemiol2023
36524820Predicting Readmission or Death After Discharge From the ICU: External Validation and Retraining of a Machine Learning Model.Crit Care Med2023
36070447Individualized Risk Prediction for Improved Chronic Wound Management.Adv Wound Care (New Rochelle)2023
36127572Risk of metachronous contralateral breast cancer in patients with primary invasive lobular breast cancer: Results from a nationwide cohort.Cancer Med2023
32668896Prediction of Cardiovascular Disease Mortality in a Middle Eastern Country: Performance of the Globorisk and Score Functions in Four Population-Based Cohort Studies of Iran.Int J Health Policy Manag2022
35586779Multicomponent Prehabilitation as a Novel Strategy for Preventing Delirium in Older Chronic Limb Threatening Ischemia Patients: A Study Protocol.Clin Interv Aging2022
35843533Development and external validation of predictive algorithms for six-week mortality in spinal metastasis using 4,304 patients from five institutions.Spine J2022
35805012Sex Differences in Neoplastic Progression in Barrett's Esophagus: A Multicenter Prospective Cohort Study.Cancers (Basel)2022
35509061Does poor methodological quality of prediction modeling studies translate to poor model performance? An illustration in traumatic brain injury.Diagn Progn Res2022
35476812A personalized and dynamic risk estimation model: The new paradigm in Barrett's esophagus surveillance.PLoS One2022
35351178Randomized Evaluation of Surgery in Elderly with Traumatic Acute SubDural Hematoma (RESET-ASDH trial): study protocol for a pragmatic randomized controlled trial with multicenter parallel group design.Trials2022
35840972Analyzing patient experiences using natural language processing: development and validation of the artificial intelligence patient reported experience measure (AI-PREM).BMC Med Inform Decis Mak2022
35737389Analysis of Variation Between Diagnosis at Admission vs Discharge and Clinical Outcomes Among Adults With Possible Bacteremia.JAMA Netw Open2022
35505546Proper Use of Multiple Imputation and Dealing with Missing Covariate Data.World Neurosurg2022
35609902Validation of prediction models in the presence of competing risks: a guide through modern methods.BMJ2022
35579818Using Iterative Pairwise External Validation to Contextualize Prediction Model Performance: A Use Case Predicting 1-Year Heart Failure Risk in Patients with Diabetes Across Five Data Sources.Drug Saf2022
35537823Discrepancy between disability and reported well-being after traumatic brain injury.J Neurol Neurosurg Psychiatry2022
35468748Instrumental variable analysis to estimate treatment effects: a simulation study showing potential benefits of conditioning on hospital.BMC Med Res Methodol2022
35669357Commentary: Artificial Intelligence and Statistics: Just the Old Wine in New Wineskins?Front Digit Health2022
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Collaborators

Hester F Lingsma
Erasmus University Medical Center
Co-authored papers 142
Andrew I R Maas
Antwerp University Hospital
Co-authored papers 111
Monique J Roobol
Erasmus MC Cancer Institute, University Medical Center Rotterdam
Co-authored papers 51
David K Menon
University of Cambridge
Co-authored papers 48
Karel G M Moons
Julius Center for Health Sciences and Primary Care, UMC Utrecht, Trecht University
Co-authored papers 27
Myriam G M Hunink
13Center for Health Decision Sciences, Harvard T.H. Chan School of Public Health
Co-authored papers 24
Albert Hofman
Harvard T.H. Chan School of Public Health
Co-authored papers 23
Ari Ercole
University of Cambridge
Co-authored papers 20
Michael J Pencina
Duke University Medical Center
Co-authored papers 19
Johan van der Lei
Erasmus Medical Center
Co-authored papers 19
Theodorus H van der Kwast
University Health Network, University of Toronto
Co-authored papers 18
Dimitris Rizopoulos
Erasmus Medical Center
Co-authored papers 16
Eric J G Sijbrands
Erasmus MC University Medical Center Rotterdam
Co-authored papers 13
Frank E Harrell
Vanderbilt University School of Medicine
Co-authored papers 13
Laure Wynants
CAPHRI Care and Public Health Research Institute, Maastricht University
Co-authored papers 12
Wilco C Peul
Leiden University Medical Center
Co-authored papers 12
Jacqueline C M Witteman
Co-authored papers 12
Gary S Collins
University of Oxford
Co-authored papers 11
A Cecile J W Janssens
Co-authored papers 11
Bart S Ferket
Institute for Healthcare Delivery Science, Icahn School of Medicine at Mount Sinai
Co-authored papers 11
Roderick C N van den Bergh
St. Antonius Hospital
Co-authored papers 11
John J P Kastelein
Co-authored papers 10
Maryam Kavousi
University Medical Center Rotterdam
Co-authored papers 9
Geoffrey T Manley
University of California san francisco
Co-authored papers 9
Geert J L H van Leenders
Erasmus MC Cancer Institute, University Medical Center
Co-authored papers 8
Ralph B D'Agostino
Co-authored papers 8
Oscar H Franco
Institute of Social and Preventive Medicine (I.S.P.M.), University of Bern
Co-authored papers 8
Kevin K W Wang
Center for Neurotrauma, Morehouse School of Medicine, University of Florida
Co-authored papers 7
Cornelia M van Duijn
University of Oxford
Co-authored papers 7
Hanneke W M van Laarhoven
Cancer Center Amsterdam
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