Open AccessEvaluating resampling methods and structured features to improve fall incident report identification by the severity level
Author(s) -
Jiaxing Liu,
Zoie Shui-Yee Wong,
H. So,
Kwok Leung Tsui
Publication year - 2021
Publication title -
journal of the american medical informatics association
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.614
H-Index - 150
eISSN - 1527-974X
pISSN - 1067-5027
DOI - 10.1093/jamia/ocab048
Subject(s) - oversampling , resampling , artificial intelligence , random forest , preprocessor , computer science , machine learning , class (philosophy) , data mining , computer network , bandwidth (computing)
This study aims to improve the classification of the fall incident severity level by considering data imbalance issues and structured features through machine learning.