Use of machine learning techniques for identifying ischemic stroke instead of the rule-based methods: a nationwide population-based study

Abstract Background Many studies have evaluated stroke using claims data; most of these studies have defined ischemic stroke using an operational definition following the rule-based method. Rule-based methods tend to overestimate the number of patients with ischemic stroke. Objectives We aimed to id...

Full description

Bibliographic Details
Main Authors: Hyunsun Lim, Youngmin Park, Jung Hwa Hong, Ki-Bong Yoo, Kwon-Duk Seo
Format: Article
Language:English
Published: BMC 2024-01-01
Series:European Journal of Medical Research
Subjects:
Online Access:https://doi.org/10.1186/s40001-023-01594-6