3 papers
cs.IR2026
OpenExtract: Automated Data Extraction for Systematic Reviews in Health
Jim Achterberg, Bram Van Dijk, Jing Meng +8
This study presents OpenExtract, an open-source pipeline for automated data extraction in large-scale systematic literature reviews. The pipeline queries large language models (LLM…
cs.LG2026
XGenBoost: Synthesizing Small and Large Tabular Datasets with XGBoost
Jim Achterberg, Marcel Haas, Bram van Dijk +1
Tree ensembles such as XGBoost are often preferred for discriminative tasks in mixed-type tabular data, due to their inductive biases, minimal hyperparameter tuning, and training e…
cs.CY2025
Welzijn.AI: Developing Responsible Conversational AI for Elderly Care through Stakeholder Involvement
Bram van Dijk, Armel Lefebvre, Marco Spruit
We present Welzijn.AI as new digital solution for monitoring (mental) well-being in elderly populations, and illustrate how development of systems like Welzijn.AI can align with gu…