Comput Inform Nurs 2021 May 12. Epub 2021 May 12.
Author Affiliations: Department of Biomedical Informatics (Ms Aoki and Dr Ohe), Department of Artificial Intelligence in Healthcare (Dr Shinohara), and The Center for Disease Biology and Integrative Medicine (Dr Imai), Graduate School of Medicine, The University of Tokyo, Tokyo; Department of Healthcare Information Management, The University of Tokyo Hospital (Mr Yokota and Dr Ohe), Tokyo; and Department of Biomedical Informatics and Management, Faculty of Medicine, University of Tsukuba (Dr Kagawa), Ibaraki, Japan.
In Japan, nursing records are not easily put to secondary use because nursing documentation is not standardized. In recent years, electronic health records have necessitated the creation of Japanese nursing terminology. The purpose of this study was to develop and evaluate an automatic classification system for narrative nursing records using natural language processing technology and machine learning. Read More