Application of machine learning algorithms in osteoporosis analysis based on cardiovascular health assessed by life’s essential 8: a cross-sectional study
Abstract Background Life’s Essential 8 (LE8) for assessing cardiovascular health (CVH) has been demonstrated to be inversely associated with osteoporosis (OP). This study aims to create a machine learning (ML) model to assess the clinical association value of lifestyle and behavioral factors, assess...
Saved in:
| Main Authors: | Haolin Shi, Yangyi Fang, Xiuhua Ma |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
BMC
2025-05-01
|
| Series: | Journal of Health, Population and Nutrition |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s41043-025-00941-z |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Association between life’s essential 8 and risk of rheumatoid arthritis: a cross-sectional study
by: Longyun Wu, et al.
Published: (2025-07-01) -
Association between Life’s Essential 8 and depression: a population-based study
by: Haiying Jin, et al.
Published: (2024-07-01) -
Effect modification by life's essential 8 on the association between hearing loss and atherosclerotic cardiovascular disease among US adults
by: Shujie Li, et al.
Published: (2025-09-01) -
Association of new Life’s Essential 8 with biological aging among the national health and nutrition examination surveys
by: Xiaoli Chen, et al.
Published: (2025-08-01) -
Association between life’s essential 8 and diabetic kidney disease: a population-based study
by: Cong Liu, et al.
Published: (2025-12-01)