Artuur Leeuwenberg

基本信息

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职业迁徙

个人简介

Currently, I work as an assistant professor at Julius Center of the University Medical Center Utrecht. My research interests include machine learning, prognostic prediction modeling, and natural language processing.

研究兴趣

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Updating Methods for Artificial Intelligenceebased Clinical Prediction Models: a Scoping Review

Lotta M. Meijerink, Zoe S. Dunias,Artuur M. Leeuwenberg, Anne A. H. de Hond,David A. Jenkins,Glen P. Martin,Matthew Sperrin,Niels Peek,Rene Spijker,Lotty Hooft,Karel G. M. Moons,Maarten van Smeden,Ewoud Schuit

JOURNAL OF CLINICAL EPIDEMIOLOGY (2025)

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Updating Methods for AI-based Clinical Prediction Models: a Scoping Review

Lotta M. Meijerink, Zoë S. Dunias,Artuur M. Leeuwenberg, Anne A.H. de Hond,David A. Jenkins,Glen P. Martin,Matthew Sperrin,Niels Peek,René Spijker,Lotty Hooft,Karel G.M. Moons,Maarten van Smeden,Ewoud Schuit

Journal of Clinical Epidemiologypp.111636, (2024)

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Cross-institution Natural Language Processing for Reliable Clinical Association Studies: a Methodological Exploration

Madhumita Sushil,Atul J. Butte,Ewoud Schuit,Maarten van Smeden,Artuur M. Leeuwenberg

JOURNAL OF CLINICAL EPIDEMIOLOGY（2024）

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Modest Performance of Text Mining to Extract Health Outcomes May Be Almost Sufficient for High-Quality Prognostic Model Development

Zwierd Grotenhuis,Pablo J. Mosteiro,Artuur M. Leeuwenberg

Computers in Biology and Medicine (2024): 108014-108014

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Availability of Evidence for Predictive Machine Learning Algorithms in Primary Care A Systematic Review

Margot M. Rakers,Marieke M. van Buchem, Sergej Kucenko,Anne de Hond,Ilse Kant,Maarten van Smeden,Karel G. M. Moons,Artuur M. Leeuwenberg,Niels Chavannes,Maria Villalobos-Quesada,Hendrikus J. A. van Os

JAMA NETWORK OPENno. 9 (2024)

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Comparing Supervised and Semi-Supervised Machine Learning Approaches in NTCP Modeling to Predict Complications in Head and Neck Cancer Patients

I. Spiero,E. Schuit,O. B. Wijers,F. J. P. Hoebers,J. A. Langendijk,A. M. Leeuwenberg

CLINICAL AND TRANSLATIONAL RADIATION ONCOLOGY (2023)

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Dynamics in Cardiac Surgery: Trends in Population Characteristics and the Performance of the EuroSCORE II over Time

Wouter B. van Dijk,Artuur M. Leeuwenberg,Diederick E. Grobbee,Sabrina Siregar,Saskia Houterman,Edgar J. Daeter,Martine C. de Vries,Rolf H. H. Groenwold,Ewoud Schuit

European Journal of Cardio-Thoracic Surgery（2023）

引用2浏览0WOS引用

PD-0403 Systematic Review of NTCP Models for Radiation-Induced Toxicities in Head and Neck Cancer

M. Tambas, T. Takada,E. Clementel,A. M. Leeuwenberg,M. Sharabiani, J. A. Damen, Z. Dunias,J. F. Nauta,K. G. Moons,J. A. Langendijk,E. Schuit

Radiotherapy and Oncology (2023): S304-S306

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Predicting Sepsis-Related Mortality and ICU Admissions from Telephone Triage Information of Patients Presenting to Out-of-hours GP Cooperatives with Acute Infections: A Cohort Study of Linked Routine Care Databases

Feike J. Loots,Marleen Smits,Kevin Jenniskens,Artuur M. Leeuwenberg,Paul H. J. Giesen,Lotte Ramerman,Robert Verheij,Arthur R. H. van Zanten,Roderick P. Venekamp

PLOS ONEno. 12 (2023)

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Cross-institution Text Mining to Uncover Clinical Associations: a Case Study Relating Social Factors and Code Status in Intensive Care Medicine

Madhumita Sushil,Atul J. Butte,Ewoud Schuit,Maarten van Smeden,Artuur M. Leeuwenberg

CoRR (2023)

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