Using Life’s Essential 8 and heavy metal exposure to determine infertility risk in American women: a machine learning prediction model based on the SHAP method

Using Life’s Essential 8 and heavy metal exposure to determine infertility risk in American women: a machine learning prediction model based on the SHAP method

BackgroundFertility status is a marker of future health, and female infertility has been shown to be an important medical and social problem. Life’s Essential 8 (“LE8”) is a comprehensive cardiovascular health assessment proposed by the American Heart Association. The assessment indicators include 4...

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Bibliographic Details
Main Authors: Xiaoqing Gu, Qianbing Li, Xiangfei Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Endocrinology
Subjects:
infertility
Life’s Essential 8
heavy metal exposure
machine learning
SHAP
Online Access:https://www.frontiersin.org/articles/10.3389/fendo.2025.1586828/full
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