Research Articie
04 March 2021
Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes
Pablo Mosteiro
1
,
Emil Rijcken
2
,
Kalliopi Zervanou
3
,
Uzay Kaymak
4
,
Floortje Scheepers
5
,
Marco Spruit
6
show author's information
- 1 : Utrecht University, Utrecht, The Netherlands
- 2 : Eindhoven University of Technology, Eindhoven, The Netherlands
- 3 : Eindhoven University of Technology, Eindhoven, The Netherlands
- 4 : Eindhoven University of Technology, Eindhoven, The Netherlands
- 5 : University Medical Center Utrecht, Utrecht, The Netherlands
- 6 : Utrecht University, Utrecht, The Netherlands; Leiden University Medical Center, Leiden, The Netherlands; Leiden Institute of Advanced Computer Science, Leiden, The Netherlands
DOI:
https://doi.org/10.2991/jaims.d.210225.001
Keywords:
Natural language processing; Topic modeling; Electronic health records; BERT; Evaluation metrics; Interpretability; Document classification; LDA; Random forests
Cite this article:
Mosteiro P, Rijcken E, Zervanou K, Kaymak U, Scheepers F, Spruit M. Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes. JAIMS [Internet]. 2021;2(1-2):44-5.
