Sirvi Autor "Vaaben Bornerup, Jesper" järgi

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    Efficient Elicitation of Fictitious Nursing Notes from Volunteer Healthcare Professionals
    (University of Tartu Library, 2025-03) Vaaben Bornerup, Jesper; Hardmeier, Christian; Johansson, Richard; Stymne, Sara
    Reliable automatic solutions to extract structured information from free-text nursing notes could bring important efficiency gains in healthcare, but their development is hampered by the sensitivity and limited availability of example data. We describe a method for eliciting fictitious nursing documentation and associated structured documentation from volunteers and a resulting dataset of 397 Danish notes collected and annotated through a custom web application from 98 participating nurses. After some manual refinement, we obtained a high-quality dataset containing nurse notes with relevant entities identified. We describe the implementation and limitations of our approach as well as initial experiments in a named entity tagging setup.