Adapting Generative Large Language Models for Information Extraction from Unstructured Electronic Health Records in Residential Aged Care: A Comparative Analysis of Training Approaches.
J. Heal. Informatics Res., June, 2025
Applying generative AI with retrieval augmented generation to summarize and extract key clinical information from electronic health records.
J. Biomed. Informatics, 2024
A Five-Step Workflow to Manually Annotate Unstructured Data into Training Dataset for Natural Language Processing.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Extracting Symptoms of Agitation in Dementia from Free-Text Nursing Notes Using Advanced Natural Language Processing.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Machine Learning Model to Extract Malnutrition Data from Nursing Notes.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023