Interpretable machine learning model for low bone density screening in older adults using demographic and anthropometric data: findings from 2005 to 2020 NHANES

Authors

Institutions

Publication Details

Journal
BMC Medical Informatics and Decision Making
Published
2025-09-26
DOI
https://doi.org/10.1186/s12911-025-03177-3
Primary Topic
Bone health and osteoporosis research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Interpretable machine learning model for low bone density screening in older adults using demographic and anthropometric data: findings from 2005 to 2020 NHANES

Weiyan Huang, Yufeng Wu, Qiuwei Pan, Dawei Gao et al.
BMC Medical Informatics and Decision Making
Bone health and osteoporosis research
article

Interpretable machine learning model for low bone density screening in older adults using demographic and anthropometric data: findings from 2005 to 2020 NHANES

Weiyan Huang, Yufeng Wu, Qiuwei Pan, Dawei Gao, Jiewei Peng
article en

Abstract

No abstract available for this paper.
BMC Medical Informatics and Decision MakingVol. 25(1)
Guangzhou University of Chinese Medicine (CN), Guangdong Provincial Hospital of Traditional Chinese Medicine (CN), Zhongshan Hospital (CN)
Openalex Percentile: Top 66%
Bone health and osteoporosis research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.