A model for identifying potentially inappropriate medication used in older people with dementia: a machine learning study
Qiaozhi Hu,
Mengnan Zhao,
Fei Teng
et al.
Abstract:Background
Older adults with dementia often face the risk of potentially inappropriate medication (PIM) use. The quality of PIM evaluation is hindered by researchers' unfamiliarity with evaluation criteria for inappropriate drug use. While traditional machine learning algorithms can enhance evaluation quality, they struggle with the multilabel nature of prescription data.
Aim
This study aimed to combine six machine learning algorithms and three multilabel … Show more
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