Uncovering Topics in Dutch Patient Messages in Inflammatory Bowel Disease: A Comparative Study of Embedding Models for Neural Topic Modeling.

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Title: Uncovering Topics in Dutch Patient Messages in Inflammatory Bowel Disease: A Comparative Study of Embedding Models for Neural Topic Modeling.
Authors: Zhang J; Department of Radiation Oncology (MAASTRO), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Center+, Maastricht, The Netherlands., Puts S; Department of Radiation Oncology (MAASTRO), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Center+, Maastricht, The Netherlands., Hendrix E; Department of Gastroenterology-Hepatology, Maastricht University Medical Center+, Maastricht, The Netherlands.; Institute for Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, The Netherlands., Aliu A; Department of Gastroenterology-Hepatology, Maastricht University Medical Center+, Maastricht, The Netherlands.; Institute for Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, The Netherlands., Okegunna Y; Department of Radiation Oncology (MAASTRO), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Center+, Maastricht, The Netherlands., Wintjens D; Department of Gastroenterology, Zuyderland Medical Center, Sittard-Geleen-Heerlen, The Netherlands., Mujagić Z; Department of Gastroenterology-Hepatology, Maastricht University Medical Center+, Maastricht, The Netherlands.; Institute for Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, The Netherlands., Dekker A; Department of Radiation Oncology (MAASTRO), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Center+, Maastricht, The Netherlands., Pierik M; Department of Gastroenterology-Hepatology, Maastricht University Medical Center+, Maastricht, The Netherlands.; Institute for Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, The Netherlands., Fijten R; Department of Radiation Oncology (MAASTRO), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Center+, Maastricht, The Netherlands.
Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1060-1061.
Publication Type: Journal Article
Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE; In Process
Database: MEDLINE Ultimate
Description
ISSN:1879-8365
DOI:10.3233/SHTI260350