Ewout W. Steyerberg

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 23

Top Topics

Predictive Analytics

Myocardial Infarction

Top Venues

BMC Medical Informatics Decis. Mak.

npj Digit. Medicine

Publications

Anne De Hond, Marieke M. van Buchem, Claudio Fanconi, Mohana Roy, Douglas W. Blayney, Ilse M. J. Kant, Ewout W. Steyerberg, Tina Hernandez-Boussard
Predicting Depression Risk in Patients with Cancer Using Multimodal Data. MIE (2023)
Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia Åkerlund, Lindsay Wilson, Robert D. Stevens, David K. Menon, Ewout W. Steyerberg, David W. Nelson, Ari Ercole
Contribution of clinical course to outcome after traumatic brain injury: mining patient trajectories from European intensive care unit data. CoRR (2023)
Alexandros Rekkas, David van Klaveren, Patrick B. Ryan, Ewout W. Steyerberg, David M. Kent, Peter R. Rijnbeek
A standardized framework for risk-based assessment of treatment effect heterogeneity in observational healthcare databases. npj Digit. Medicine 6 (2023)
Siri Lise van der Meijden, Anna van Boekel, Laurens Schinkelshoek, Harry van Goor, Mark de Boer, Ewout W. Steyerberg, Bart Geerts, M. Sesmu Arbous
Identifying and Predicting Postoperative Infections Based on Readily Available Electronic Health Record Data. MIE (2023)
Anne A. H. de Hond, Vaibhavi B. Shah, Ilse M. J. Kant, Ben Van Calster, Ewout W. Steyerberg, Tina Hernandez-Boussard
Perspectives on validation of clinical predictive algorithms. npj Digit. Medicine 6 (2023)
Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia Åkerlund, Lindsay Wilson, Robert D. Stevens, David K. Menon, Ewout W. Steyerberg, David W. Nelson, Ari Ercole
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury. npj Digit. Medicine 6 (2023)
Anne De Hond, Ilse Kant, Mattia Fornasa, Giovanni Cinà, Paul W. G. Elbers, Patrick Thoral, M. Sesmu Arbous, Ewout W. Steyerberg
Predicting readmission or death after discharge from the ICU: External validation and retraining of a machine learning model. AMIA (2022)
Anne De Hond, Ben Van Calster, Ewout W. Steyerberg
Commentary: Artificial Intelligence and Statistics: Just the Old Wine in New Wineskins? Frontiers Digit. Health 4 (2022)
Shubhayu Bhattacharyay, Ioan Milosevic, Lindsay Wilson, David K. Menon, Robert D. Stevens, Ewout W. Steyerberg, David W. Nelson, Ari Ercole
The leap to ordinal: functional prognosis after traumatic brain injury using artificial intelligence. CoRR (2022)
Anne A. H. de Hond, Artuur M. Leeuwenberg, Lotty Hooft, Ilse M. J. Kant, Steven W. J. Nijman, Hendrikus J. A. van Os, Jiska J. Aardoom, Thomas P. A. Debray, Ewoud Schuit, Maarten van Smeden, Johannes B. Reitsma, Ewout W. Steyerberg, Niels H. Chavannes, Karel G. M. Moons
Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review. npj Digit. Medicine 5 (2022)
Marieke M. van Buchem, Olaf M. Neve, Ilse M. J. Kant, Ewout W. Steyerberg, Hileen Boosman, Erik F. Hensen
Analyzing patient experiences using natural language processing: development and validation of the artificial intelligence patient reported experience measure (AI-PREM). BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Anne De Hond, Wouter Raven, Laurens Schinkelshoek, Menno Gaakeer, Ewoud Ter Avest, Ozcan Sir, Heleen Lameijer, Roger Apa Hessels, Resi Reijnen, Evert de Jonge, Ewout W. Steyerberg, Christian H. Nickel, Bas De Groot
Machine learning for developing a prediction model of hospital admission of emergency department patients: Hype or hope? Int. J. Medical Informatics 152 (2021)
Hendrikus J. A. van Os, Jos P. Kanning, Marieke J. H. Wermer, Niels H. Chavannes, Mattijs E. Numans, Ynte M. Ruigrok, Erik W. van Zwet, Ewout W. Steyerberg, Hein Putter, Rolf H. H. Groenwold
Developing clinical prediction models using primary care electronic health record data - the impact of methodological choices on model performance. AMIA (2021)
Anne A. H. de Hond, Esmee Stoop, Nicole van Keulen, Loes van Winden, Ellen Poorter, Douwe Atsma, Ilse Kant, Ewout W. Steyerberg
Development and Validation of a Machine Learning Model to Predict Contact Moments in Post-Myocardial Infarction Home Measurements. AMIA (2021)
Anne De Hond, Wouter Raven, Ilse Kant, Laurens Schinkelshoek, Ewout W. Steyerberg, Bas De Groot
Prediction of hospital admission from the emergency department: Clinician involvement, intended use, and interpretability. Int. J. Medical Informatics 155 (2021)
Marieke M. van Buchem, Hileen Boosman, Martijn P. Bauer, Ilse M. J. Kant, Simone A. Cammel, Ewout W. Steyerberg
The digital scribe in clinical practice: a scoping review and research agenda. npj Digit. Medicine 4 (2021)
Simone A. Cammel, Marit S. De Vos, Daphne van Soest, Kristina M. Hettne, Fred Boer, Ewout W. Steyerberg, Hileen Boosman
How to automatically turn patient experience free-text responses into actionable insights: a natural language programming (NLP) approach. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Hassan Saadati, Hamid Reza Baradaran, Goodarz Danaei, Afshin Ostovar, Farzad Hadaegh, Leila Janani, Ewout W. Steyerberg, Davood Khalili
Iranian general populations' and health care providers' preferences for benefits and harms of statin therapy for primary prevention of cardiovascular disease. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Katya Mauff, Ewout W. Steyerberg, Isabella Kardys, Eric Boersma, Dimitris Rizopoulos
Joint models with multiple longitudinal outcomes and a time-to-event outcome: a corrected two-stage approach. Stat. Comput. 30 (4) (2020)
Ben Van Calster, Laure Wynants, Dirk Timmerman, Ewout W. Steyerberg, Gary S. Collins
Predictive analytics in health care: how can we know it works? J. Am. Medical Informatics Assoc. 26 (12) (2019)
Ellen G. Engelhardt, Dóra Révész, Hans J. Tamminga, Cornelis J. A. Punt, Miriam Koopman, Bregje D. Onwuteaka-Philipsen, Ewout W. Steyerberg, Henrica C. W. de Vet, Veerle M. H. Coupé
Inventory of oncologists' unmet needs for tools to support decision-making about palliative treatment for metastatic colorectal cancer. BMC Medical Informatics Decis. Mak. 18 (1) (2018)
Dóra Révész, Ellen G. Engelhardt, Hans J. Tamminga, F. M. N. H. Schramel, Bregje D. Onwuteaka-Philipsen, E. M. W. van de Garde, Ewout W. Steyerberg, E. P. Jansma, Henrica C. W. de Vet, Veerle M. H. Coupé
Decision support systems for incurable non-small cell lung cancer: a systematic review. BMC Medical Informatics Decis. Mak. 17 (1) (2017)
Domino Determann, Mattijs S. Lambooij, Dorte Gyrd-Hansen, Esther W. de Bekker-Grob, Ewout W. Steyerberg, Marcel Heldoorn, Line Bjørnskov Pedersen, G. Ardine de Wit
Personal health records in the Netherlands: potential user preferences quantified by a discrete choice experiment. J. Am. Medical Informatics Assoc. 24 (3) (2017)
Andreas N. Strobl, Andrew J. Vickers, Ben Van Calster, Ewout W. Steyerberg, Robin J. Leach, Ian M. Thompson, Donna P. Ankerst
Improving patient prostate cancer risk assessment: Moving from static, globally-applied to dynamic, practice-specific risk calculators. J. Biomed. Informatics 56 (2015)
Merel R. van Dijk, Ewout W. Steyerberg, J. Dik F. Habbema
A decision-analytic approach to define poor prognosis patients: a case study for non-seminomatous germ cell cancer patients. BMC Medical Informatics Decis. Mak. 8 (2008)
Jolt Roukema, Ewout W. Steyerberg, Johan van der Lei, Henriëtte A. Moll
Research Paper: Randomized Trial of a Clinical Decision Support System: Impact on the Management of Children with Fever without Apparent Source. J. Am. Medical Informatics Assoc. 15 (1) (2008)