Machine learning approaches to identify the link between heavy metal exposure and ischemic stroke using the US NHANES data from 2003 to 2018

PurposeThere is limited understanding of the link between exposure to heavy metals and ischemic stroke (IS). This research aimed to develop efficient and interpretable machine learning (ML) models to associate the relationship between exposure to heavy metals and IS.MethodsThe data of this research...

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Main Authors: Yierpan Zibibula (Author), Gulifeire Tayier (Author), Aierpati Maimaiti (Author), Tianze Liu (Author), Jinshuai Lu (Author)
Format: Book
Published: Frontiers Media S.A., 2024-09-01T00:00:00Z.
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