Artuur Leeuwenberg

Artuur Leeuwenberg

Universiteit Utrecht

H-index: 12

Europe-Netherlands

About Artuur Leeuwenberg

Artuur Leeuwenberg, With an exceptional h-index of 12 and a recent h-index of 11 (since 2020), a distinguished researcher at Universiteit Utrecht, specializes in the field of Natural Language Processing, Machine Learning, Prognostic Prediction Models.

His recent articles reflect a diverse array of research interests and contributions to the field:

Incomplete and possibly selective recording of signs, symptoms, and measurements in free text fields of primary care electronic health records of adults with lower respiratory …

Modest performance of text mining to extract health outcomes may be almost sufficient for high-quality prognostic model development

Cross-institution natural language processing for reliable clinical association studies: a methodological exploration

The relation between prediction model performance measures and patient selection outcomes for proton therapy in head and neck cancer

Cross-institution text mining to uncover clinical associations: a case study relating social factors and code status in intensive care medicine

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 …

Comparing supervised and semi-supervised machine learning approaches in NTCP modeling to predict complications in head and neck cancer patients

Dynamics in cardiac surgery: trends in population characteristics and the performance of the EuroSCORE II over time

Artuur Leeuwenberg Information

University

Position

University Medical Center Utrecht

Citations(all)

596

Citations(since 2020)

561

Cited By

157

hIndex(all)

12

hIndex(since 2020)

11

i10Index(all)

14

i10Index(since 2020)

13

Email

University Profile Page

Universiteit Utrecht

Google Scholar

View Google Scholar Profile

Artuur Leeuwenberg Skills & Research Interests

Natural Language Processing

Machine Learning

Prognostic Prediction Models

Top articles of Artuur Leeuwenberg

Title

Journal

Author(s)

Publication Date

Incomplete and possibly selective recording of signs, symptoms, and measurements in free text fields of primary care electronic health records of adults with lower respiratory …

Journal of Clinical Epidemiology

Merijn H Rijk

Tamara N Platteel

Marissa MM Mulder

Geert-Jan Geersing

Frans H Rutten

...

2024/2/1

Modest performance of text mining to extract health outcomes may be almost sufficient for high-quality prognostic model development

Computers in Biology and Medicine

Zwierd Grotenhuis

Pablo J Mosteiro

Artuur M Leeuwenberg

2024/3/1

Cross-institution natural language processing for reliable clinical association studies: a methodological exploration

Journal of Clinical Epidemiology

Madhumita Sushil

Atul J Butte

Ewoud Schuit

Maarten van Smeden

Artuur M Leeuwenberg

2024/3/1

The relation between prediction model performance measures and patient selection outcomes for proton therapy in head and neck cancer

Radiotherapy and Oncology

Artuur M Leeuwenberg

Johannes B Reitsma

Lisa GLJ Van den Bosch

Jeroen Hoogland

Arjen van der Schaaf

...

2023/2/1

Cross-institution text mining to uncover clinical associations: a case study relating social factors and code status in intensive care medicine

arXiv preprint arXiv:2301.06570

Madhumita Sushil

Atul J Butte

Ewoud Schuit

Maarten van Smeden

Artuur M Leeuwenberg

2023/1/16

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 …

Plos one

Feike J Loots

Marleen Smits

Kevin Jenniskens

Artuur M Leeuwenberg

Paul HJ Giesen

...

2023/12/13

Comparing supervised and semi-supervised machine learning approaches in NTCP modeling to predict complications in head and neck cancer patients

Clinical and Translational Radiation Oncology

Isa Spiero

E Schuit

OB Wijers

FJP Hoebers

JA Langendijk

...

2023/11/1

Dynamics in cardiac surgery: trends in population characteristics and the performance of the EuroSCORE II over time

European Journal of Cardio-Thoracic Surgery

Wouter B van Dijk

Artuur M Leeuwenberg

Diederick E Grobbee

Sabrina Siregar

Saskia Houterman

...

2023/9/1

PD-0403 Systematic review of NTCP models for radiation-induced toxicities in head and neck cancer

M Tambas

T Takada

E Clementel

AM Leeuwenberg

M Sharabiani

...

2023/5/1

Missing data is poorly handled and reported in prediction model studies using machine learning: a literature review

SWJ Nijman

AM Leeuwenberg

I Beekers

I Verkouter

JJL Jacobs

...

2022/2/1

Performance of binary prediction models in high-correlation low-dimensional settings: a comparison of methods

Diagnostic and prognostic research

Artuur M Leeuwenberg

Maarten van Smeden

Johannes A Langendijk

Arjen van der Schaaf

Murielle E Mauer

...

2022/1/11

Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review

Anne AH de Hond

Artuur M Leeuwenberg

Lotty Hooft

Ilse MJ Kant

Steven WJ Nijman

...

2022/1/10

TIEVis: A visual analytics dashboard for temporal information extracted from clinical reports

Robin De De Croon

Artuur Leeuwenberg

Jan Aerts

Marie-Francine Moens

Vero Vanden Vanden Abeele

...

2021/4/14

A Survey on Temporal Reasoning for Temporal Information Extraction from Text

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI-20)(journal track)

Marie-Francine Moens

Artuur Leeuwenberg

2021/1/25

Comparing methods addressing multi-collinearity when developing prediction models

arXiv preprint arXiv:2101.01603

Artuur M Leeuwenberg

Maarten van Smeden

Johannes A Langendijk

Arjen van der Schaaf

Murielle E Mauer

...

2021/1/5

LSTM for dialogue breakdown detection: exploration of different model types and word embeddings

Increasing Naturalness and Flexibility in Spoken Dialogue Interaction: 10th International Workshop on Spoken Dialogue Systems

Mariya Hendriksen

Artuur Leeuwenberg

Marie-Francine Moens

2021

Prediction models for COVID-19 clinical decision making

The Lancet Digital Health

Artuur M Leeuwenberg

Ewoud Schuit

2020/10/1

Towards extracting absolute event timelines from english clinical reports

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Artuur Leeuwenberg

Marie-Francine Moens

2020/9/28

Binary and multitask classification model for Dutch anaphora resolution: Die/dat prediction

arXiv preprint arXiv:2001.02943

Liesbeth Allein

Artuur Leeuwenberg

Marie-Francine Moens

2020/1/9

Automatically correcting Dutch pronouns" die" and" dat"

Computational Linguistics in the Netherlands Journal

Liesbeth Allein

Artuur Leeuwenberg

Marie-Francine Moens

2020/12/12

See List of Professors in Artuur Leeuwenberg University(Universiteit Utrecht)

Co-Authors

H-index: 70
Niels H. Chavannes

Niels H. Chavannes

Universiteit Leiden

H-index: 55
Marie-Francine Moens

Marie-Francine Moens

Katholieke Universiteit Leuven

H-index: 44
Amedeo Napoli

Amedeo Napoli

Université de Lorraine

H-index: 40
Maarten van Smeden

Maarten van Smeden

Universiteit Utrecht

H-index: 40
Ewoud Schuit

Ewoud Schuit

Universiteit Utrecht

H-index: 32
Arjen van der Schaaf

Arjen van der Schaaf

Rijksuniversiteit Groningen

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