The Association of Elevated Depression Levels and Life's Essential 8 on Cardiovascular Health With Predicted Machine Learning Models and Interpretations: Evidence From NHANES 2007-2018

Wu, Z., Xu, P., Zhai, Y., Mahe, J., Guo, K., Olawole, W., Zhu, J., Han, J., Bai, G., & Zhang, L. (2025). The Association of Elevated Depression Levels and Life’s Essential 8 on Cardiovascular Health With Predicted Machine Learning Models and Interpretations: Evidence From NHANES 2007–2018. Depression and Anxiety, 2025(1). Portico. https://doi.org/10.1155/da/8865176
Authors:
Zhixing Wu
Jinli Mahe
Lin Zhang
Yali Zhai
Pengyuan Xu
Kai Guo
Wuraola Olawole
Jiahao Zhu
Jin Han
Guannan Bai
Affiliated Authors:
Zhixing Wu
Yali Zhai
Columbia Affiliation:
Author Keywords:
age-specific analysis
cardiovascular health
cardiovascular risks
depression
depressive symptoms
life's essential 8
lifestyle patterns
machine learning algorithm
predictive and association models
psychological health
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Publication Type:
Article
Unique ID:
10.1155/da/8865176
PMID:
40255861
DOI:
10.1155/da/8865176
Journal:
Depression and Anxiety
Publication Date:
Data Source:
Web of Science
Source Link:
View Web of Science Record

Record Created: