PublicationS
Spiero I, Rijk MH, Scheeres MA, Rutten FH, Geersing GJ, Platteel TN, Moons KGM, Hooft L, Damen JAA, Venekamp RP, Leeuwenberg AM, Comparison of local large language models for extraction of signs and symptoms data from electronic health records. Plos One. 2026 June 10, 21(6): e0350625. [code]
Spiero I, Damen JAA, Hooft L, Moons KGM, Leeuwenberg AM, Pretrained Language Models for Selection of Cohorts from Electronic Health Records. Informatics in Medicine Unlocked. 2026 Aug 11, 101803. [code]
Sushil M, Butte AJ, Schuit E, van Smeden M, Leeuwenberg AM. Cross-institution natural language processing for reliable clinical association studies: a methodological exploration. Journal of Clinical Epidemiology. 2024 Mar 1;167:111258. [code]
Grotenhuis Z, Mosteiro PJ, Leeuwenberg AM. Modest performance of text mining to extract health outcomes may be almost sufficient for high-quality prognostic model development. Computers in Biology and Medicine. 2024 Mar 1;170:108014. [code]
Rijk MH, Platteel TN, Mulder MM, Geersing GJ, Rutten FH, van Smeden M, Venekamp RP, Leeuwenberg AM. Incomplete and possibly selective recording of signs, symptoms, and measurements in free text fields of primary care electronic health records of adults with lower respiratory tract infections. Journal of Clinical Epidemiology. 2024 Feb 1;166:111240.
Presentations
Workshop on use of AI in medical research @ Holland Heart House (June, 2025)
MEMTAB Conference @ Birmingham - Large Language Models for Selection of Cohorts from Electronic Health Records (April, 2025)
I&I Symposium - Can we trust ChatGPT as clinical assistant? (November, 2024)
The Dutch Clinical NLP workshop @ UU (June, 2024): slides
Julius Seminar @ UMCU (February, 2024)
ICT Open (April, 2024)
Big Data Course @ UU (August, 2024): slides
ICT Open (April, 2023)
Special Interest Group Clinical Data Applications @ UU (December, 2022)