The Diagnostic Value of Image-Based Machine Learning for Osteoporosis: Systematic Review and Meta-Analysis

Rui Zhao, Haolin Yang, Yangbo Li, Xiaoyun Li, Zhijie Yang, Yanping Lin, Jiachun Huang, Lei Wan, Hongxing Huang

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DOI: 10.2196/75965
Published: 2026-01-16
Container: Journal of Medical Internet Research
Publisher: JMIR Publications Inc.
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.2196/75965,
  title = {The Diagnostic Value of Image-Based Machine Learning for Osteoporosis: Systematic Review and Meta-Analysis},
  author = {Rui Zhao and Haolin Yang and Yangbo Li and Xiaoyun Li and Zhijie Yang and Yanping Lin and Jiachun Huang and Lei Wan and Hongxing Huang},
  year = {2026},
  journal = {Journal of Medical Internet Research},
  doi = {10.2196/75965},
  url = {https://doi.org/10.2196/75965}
}

RIS

TY  - JOUR
TI  - The Diagnostic Value of Image-Based Machine Learning for Osteoporosis: Systematic Review and Meta-Analysis
AU  - Rui Zhao
AU  - Haolin Yang
AU  - Yangbo Li
AU  - Xiaoyun Li
AU  - Zhijie Yang
AU  - Yanping Lin
AU  - Jiachun Huang
AU  - Lei Wan
AU  - Hongxing Huang
PY  - 2026
JO  - Journal of Medical Internet Research
DO  - 10.2196/75965
UR  - https://doi.org/10.2196/75965
ER  -

APA

Zhao, R., Yang, H., Li, Y., Li, X., Yang, Z., Lin, Y., Huang, J., Wan, L., & Huang, H. (2026). The Diagnostic Value of Image-Based Machine Learning for Osteoporosis: Systematic Review and Meta-Analysis. Journal of Medical Internet Research. https://doi.org/10.2196/75965

Source records

crossref · retrieved 2026-09-27T11:18:41.692Z