Ewout W. Steyerberg

29 papers Misc 3Journal 24Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Applying natural language processing to patient messages to identify depression concerns in cancer patients. J. Am. Medical Informatics Assoc. Marieke M. van Buchem, Anne A. H. de Hond, Claudio Fanconi, Vaibhavi B. Shah, Max Schüssler, Ilse M. J. Kant, Ewout W. Steyerberg, Tina Hernandez-Boussard
2024	J	`jnl`	Guidance for unbiased predictive information for healthcare decision-making and equity (GUIDE): considerations when race may be a prognostic factor. npj Digit. Medicine Keren Ladin, John Cuddeback, O. Kenrik Duru, Sharad Goel, William Harvey, Jinny G. Park, Jessica K. Paulus, Joyce Sackey, Richard Sharp, Ewout W. Steyerberg, Berk Ustun, David van Klaveren, Saul N. Weingart, David M. Kent
2024	J	`jnl`	Performance evaluation of predictive AI models to support medical decisions: Overview and guidance. CoRR Ben Van Calster, Gary S. Collins, Andrew J. Vickers, Laure Wynants, Kathleen F. Kerr, Lasai Barreñada, Gaël Varoquaux, Karandeep Singh, Karel G. M. Moons, Tina Hernandez-Boussard, Dirk Timmerman, David J. Mclernon, Maarten van Smeden, Ewout W. Steyerberg
2023	J	`jnl`	A standardized framework for risk-based assessment of treatment effect heterogeneity in observational healthcare databases. npj Digit. Medicine Alexandros Rekkas, David van Klaveren, Patrick B. Ryan, Ewout W. Steyerberg, David M. Kent, Peter R. Rijnbeek
2023	J	`jnl`	Contribution of clinical course to outcome after traumatic brain injury: mining patient trajectories from European intensive care unit data. CoRR Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia Åkerlund, Lindsay Wilson, Robert D. Stevens, David K. Menon, Ewout W. Steyerberg, David W. Nelson, Ari Ercole
2023	—	`conf`	Identifying and Predicting Postoperative Infections Based on Readily Available Electronic Health Record Data. MIE Siri Lise van der Meijden, Anna van Boekel, Laurens Schinkelshoek, Harry van Goor, Mark de Boer, Ewout W. Steyerberg, Bart Geerts, M. Sesmu Arbous
2023	J	`jnl`	Mining the contribution of intensive care clinical course to outcome after traumatic brain injury. npj Digit. Medicine Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia Åkerlund, Lindsay Wilson, Robert D. Stevens, David K. Menon, Ewout W. Steyerberg, David W. Nelson, Ari Ercole
2023	J	`jnl`	Perspectives on validation of clinical predictive algorithms. npj Digit. Medicine Anne A. H. de Hond, Vaibhavi B. Shah, Ilse M. J. Kant, Ben Van Calster, Ewout W. Steyerberg, Tina Hernandez-Boussard
2023	—	`conf`	Predicting Depression Risk in Patients with Cancer Using Multimodal Data. MIE Anne De Hond, Marieke M. van Buchem, Claudio Fanconi, Mohana Roy, Douglas W. Blayney, Ilse M. J. Kant, Ewout W. Steyerberg, Tina Hernandez-Boussard
2022	J	`jnl`	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. Marieke M. van Buchem, Olaf M. Neve, Ilse M. J. Kant, Ewout W. Steyerberg, Hileen Boosman, Erik F. Hensen
2022	J	`jnl`	Commentary: Artificial Intelligence and Statistics: Just the Old Wine in New Wineskins? Frontiers Digit. Health Anne De Hond, Ben Van Calster, Ewout W. Steyerberg
2022	J	`jnl`	Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review. npj Digit. Medicine 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
2022	Misc	`conf`	Predicting readmission or death after discharge from the ICU: External validation and retraining of a machine learning model. AMIA Anne De Hond, Ilse M. J. Kant, Mattia Fornasa, Giovanni Cinà, Paul W. G. Elbers, Patrick Thoral, M. Sesmu Arbous, Ewout W. Steyerberg
2022	J	`jnl`	The leap to ordinal: functional prognosis after traumatic brain injury using artificial intelligence. CoRR Shubhayu Bhattacharyay, Ioan Milosevic, Lindsay Wilson, David K. Menon, Robert D. Stevens, Ewout W. Steyerberg, David W. Nelson, Ari Ercole
2021	Misc	`conf`	Developing clinical prediction models using primary care electronic health record data - the impact of methodological choices on model performance. AMIA 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
2021	Misc	`conf`	Development and Validation of a Machine Learning Model to Predict Contact Moments in Post-Myocardial Infarction Home Measurements. AMIA Anne A. H. de Hond, Esmee Stoop, Nicole van Keulen, Loes van Winden, Ellen Poorter, Douwe Atsma, Ilse M. J. Kant, Ewout W. Steyerberg
2021	J	`jnl`	Machine learning for developing a prediction model of hospital admission of emergency department patients: Hype or hope? Int. J. Medical Informatics 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
2021	J	`jnl`	Prediction of hospital admission from the emergency department: Clinician involvement, intended use, and interpretability. Int. J. Medical Informatics Anne De Hond, Wouter Raven, Ilse M. J. Kant, Laurens Schinkelshoek, Ewout W. Steyerberg, Bas De Groot
2021	J	`jnl`	The digital scribe in clinical practice: a scoping review and research agenda. npj Digit. Medicine Marieke M. van Buchem, Hileen Boosman, Martijn P. Bauer, Ilse M. J. Kant, Simone A. Cammel, Ewout W. Steyerberg
2020	J	`jnl`	How to automatically turn patient experience free-text responses into actionable insights: a natural language programming (NLP) approach. BMC Medical Informatics Decis. Mak. Simone A. Cammel, Marit S. De Vos, Daphne van Soest, Kristina M. Hettne, Fred Boer, Ewout W. Steyerberg, Hileen Boosman
2020	J	`jnl`	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. Hassan Saadati, Hamid Reza Baradaran, Goodarz Danaei, Afshin Ostovar, Farzad Hadaegh, Leila Janani, Ewout W. Steyerberg, Davood Khalili
2020	J	`jnl`	Joint models with multiple longitudinal outcomes and a time-to-event outcome: a corrected two-stage approach. Stat. Comput. Katya Mauff, Ewout W. Steyerberg, Isabella Kardys, Eric Boersma, Dimitris Rizopoulos
2019	J	`jnl`	Predictive analytics in health care: how can we know it works? J. Am. Medical Informatics Assoc. Ben Van Calster, Laure Wynants, Dirk Timmerman, Ewout W. Steyerberg, Gary S. Collins
2018	J	`jnl`	Inventory of oncologists' unmet needs for tools to support decision-making about palliative treatment for metastatic colorectal cancer. BMC Medical Informatics Decis. Mak. 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
2017	J	`jnl`	Decision support systems for incurable non-small cell lung cancer: a systematic review. BMC Medical Informatics Decis. Mak. 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
2017	J	`jnl`	Personal health records in the Netherlands: potential user preferences quantified by a discrete choice experiment. J. Am. Medical Informatics Assoc. 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
2015	J	`jnl`	Improving patient prostate cancer risk assessment: Moving from static, globally-applied to dynamic, practice-specific risk calculators. J. Biomed. Informatics Andreas N. Strobl, Andrew J. Vickers, Ben Van Calster, Ewout W. Steyerberg, Robin J. Leach, Ian M. Thompson, Donna P. Ankerst
2008	J	`jnl`	A decision-analytic approach to define poor prognosis patients: a case study for non-seminomatous germ cell cancer patients. BMC Medical Informatics Decis. Mak. Merel R. van Dijk, Ewout W. Steyerberg, J. Dik F. Habbema
2008	J	`jnl`	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. Jolt Roukema, Ewout W. Steyerberg, Johan van der Lei, Henriëtte A. Moll