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Artuur Leeuwenberg
Artuur Leeuwenberg
Assistant professor, University Medical Center Utrecht, Utrecht University
Verified email at umcutrecht.nl - Homepage
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Cited by
Cited by
Year
Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review
AAH de Hond, AM Leeuwenberg, L Hooft, IMJ Kant, SWJ Nijman, ...
NPJ digital medicine 5 (1), 2, 2022
2042022
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, ...
Journal of clinical epidemiology 142, 218-229, 2022
1002022
Structured learning for temporal relation extraction from clinical records
A Leeuwenberg, MF Moens
Proceedings of the 15th Conference of the European Chapter of the …, 2017
722017
A Minimally Supervised Approach for Synonym Extraction with Word Embeddings
A Leeuwenberg, M Vela, J Dehdari, J van Genabith
The Prague Bulletin of Mathematical Linguistics, 111-142, 2016
612016
Temporal Information Extraction by Predicting Relative Time-lines
A Leeuwenberg, MF Moens
Proceedings of the Conference on Empirical Methods in Natural Language …, 2018
542018
A Survey on Temporal Reasoning for Temporal Information Extraction from Text
A Leeuwenberg, MF Moens
The Journal of Artificial Intelligence Research 66, 341-380, 2019
362019
Prediction models for COVID-19 clinical decision making
AM Leeuwenberg, E Schuit
The Lancet Digital Health 2 (10), e496-e497, 2020
242020
Exploring pattern structures of syntactic trees for relation extraction
A Leeuwenberg, A Buzmakov, Y Toussaint, A Napoli
Formal Concept Analysis: 13th International Conference, ICFCA 2015, Nerja …, 2015
212015
Performance of binary prediction models in high-correlation low-dimensional settings: a comparison of methods
AM Leeuwenberg, M van Smeden, JA Langendijk, A van der Schaaf, ...
Diagnostic and prognostic research 6 (1), 1, 2022
172022
Towards extracting absolute event timelines from english clinical reports
A Leeuwenberg, MF Moens
IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 2710-2719, 2020
162020
KULeuven-LIIR at SemEval-2017 task 12: Cross-domain temporal information extraction from clinical records
A Leeuwenberg, MF Moens
Proceedings of SemEval-2017 International Workshop on Semantic Evaluation …, 2017
142017
Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review. NPJ Digit Med [Internet]. 2022; 5 (1): 2
AAH De Hond, AM Leeuwenberg, L Hooft, IMJ Kant, SWJ Nijman, ...
This work identifies actionable guidelines for the development, evaluation …, 0
14
Binary and multitask classification model for Dutch anaphora resolution: Die/dat prediction
L Allein, A Leeuwenberg, MF Moens
arXiv preprint arXiv:2001.02943, 2020
122020
Kuleuven-liir at semeval 2016 task 12: Detecting narrative containment in clinical records
T Leeuwenberg, MF Moens
Proceedings of SemEval 2016, 1280-1285, 2016
122016
Comparing methods addressing multi-collinearity when developing prediction models
AM Leeuwenberg, M van Smeden, JA Langendijk, A van der Schaaf, ...
arXiv preprint arXiv:2101.01603, 2021
102021
LSTM for dialogue breakdown detection: exploration of different model types and word embeddings
M Hendriksen, A Leeuwenberg, MF Moens
Increasing Naturalness and Flexibility in Spoken Dialogue Interaction: 10th …, 2021
102021
Automatically correcting Dutch pronouns" die" and" dat"
L Allein, A Leeuwenberg, MF Moens
Computational Linguistics in the Netherlands Journal 10, 19-36, 2020
82020
Word-level loss extensions for neural temporal relation classification
A Leeuwenberg, MF Moens
Proceedings of the 27th International Conference on Computational Linguistics, 2018
72018
A flexible and easy-to-use semantic role labeling framework for different languages
QNT Do, A Leeuwenberg, G Heyman, MF Moens
Proceedings of the 27th International Conference on Computational …, 2018
62018
Saarland University’s Participation in the Second Shared Task on Source, Subjective Expression and Target Extraction from Political Speeches (STEPS-2016)
M Wiegand, NM Aliman, T Anikina, P Carroll, M Chikobava, E Hahn, ...
Bochumer Linguistische Arbeitsberichte, 14, 2016
32016
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