Publications (8)
A Novel Taxonomy for Navigating and Classifying Synthetic Data in Healthcare Applications
Bram van Dijk, Saif ul Islam, Jim Achterberg +6
Data-driven technologies have improved the efficiency, reliability and effectiveness of healthcare services, but come with an increasing demand for data, which is challenging due t…
The Astropy Problem
Demitri Muna, Michael Alexander, Alice Allen +151
The Astropy Project (http://astropy.org) is, in its own words, "a community effort to develop a single core package for Astronomy in Python and foster interoperability between Pyth…
The Data Sharing Paradox of Synthetic Data in Healthcare
Jim Achterberg, Bram van Dijk, Saif ul Islam +6
Synthetic data offers a promising solution to privacy concerns in healthcare by generating useful datasets in a privacy-aware manner. However, although synthetic data is typically…
Translation as a Computationally Efficient Bridge: Feasibility of English BERT for Low-Resource Languages
Hielke Muizelaar, Giulia Rivetti, Marco Spruit +1
The paper investigates using machine translation to convert low‑resource language data into English and then fine‑tuning an English BERT model, comparing this approach to native‑la…
Stellar Signatures of AGN Jet Triggered Star Formation
Zachary Dugan, Sarah Bryan, Volker Gaibler +2
To investigate feedback between relativistic jets emanating from Active Galactic Nuclei (AGN) and the stellar population of the host galaxy, we analyze the long-term evolution of t…
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…