Evaluating resampling methods and structured features to improve fall incident report identification by the severity level.
Objective: This study aims to improve the classification of the fall incident severity level by considering data imbalance issues and structured features through machine learning.Materials and Methods: We present an incident report classification (IRC) framework to classify the in-hospital fall inci...
| Published in: | Journal of the American Medical Informatics Association Vol. 28; no. 8; pp. 1756 - 1765 |
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| Main Authors: | , , , |
| Format: | research Journal Article |
| Published: |
Oxford University Press / USA
Aug2021
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| Online Access: | View this record in EBSCOhost |