Assisting nurses in care documentation: from automated sentence classification to coherent document structures with subject headings

Assisting nurses in care documentation: from automated sentence classification to coherent document structures with subject headings

Abstract Background Up to 35% of nurses’ working time is spent on care documentation. We describe the evaluation of a system aimed at assisting nurses in documenting patient care and potentially reducing the documentation workload. Our goal is to enable nurses to write or dictate nursing notes in a...

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Bibliographic Details
Main Authors: Hans Moen, Kai Hakala, Laura-Maria Peltonen, Hanna-Maria Matinolli, Henry Suhonen, Kirsi Terho, Riitta Danielsson-Ojala, Maija Valta, Filip Ginter, Tapio Salakoski, Sanna Salanterä
Format: Article
Language:English
Published: BMC 2020-09-01
Series:Journal of Biomedical Semantics
Subjects:
Patient care documentation
Nursing documentation
Electronic health records
Text classification
Natural language processing
Neural networks
Online Access:http://link.springer.com/article/10.1186/s13326-020-00229-7

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http://link.springer.com/article/10.1186/s13326-020-00229-7

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