5 papers
COACH meets QUORUM: A Framework and Pipeline for Aligning User, Expert and Developer Perspectives in LLM-generated Health Counselling
Yee Man Ng, Bram van Dijk, Pieter Beynen +5
Systems that collect data on sleep, mood, and activities can provide valuable lifestyle counselling to populations affected by chronic disease and its consequences. Such systems ar…
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…
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…
Out of the Box, into the Clinic? Evaluating State-of-the-Art ASR for Clinical Applications for Older Adults
Bram van Dijk, Tiberon Kuiper, Sirin Aoulad si Ahmed +5
Voice-controlled interfaces can support older adults in clinical contexts -- with chatbots being a prime example -- but reliable Automatic Speech Recognition (ASR) for underreprese…
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…