Deep Learning-based Automated Opportunistic Osteoporosis Screening Using Chest LDCT and Lumbar CT: A Multicenter Cohort Study
This DL method achieved high diagnostic performance for automatic osteoporosis screening using chest LDCT and lumbar CT scans and performed well across CT scanners from different manufacturers and hospitals.
Authors
- Mengze Zhang (ORCID: https://orcid.org/0000-0002-2164-1558)
- Jinrong Hu (ORCID: https://orcid.org/0000-0001-7732-8141)
- Huishu Yuan (ORCID: https://orcid.org/0000-0002-5320-4360)
- Yan Wu (ORCID: https://orcid.org/0000-0002-2355-0887)
- Yupeng Zhu
- Chenyu Jiang (ORCID: https://orcid.org/0009-0006-5714-3872)
- Ming Ni (ORCID: https://orcid.org/0000-0003-0225-4816)
- Yan Zhang (ORCID: https://orcid.org/0000-0001-5575-6882)
- Jian Zhao (ORCID: https://orcid.org/0000-0002-5125-1112)
- Zhen Qian
- Dan Jin
- Lei Gao (ORCID: https://orcid.org/0009-0009-3522-303X)
- Suwei Liu (ORCID: https://orcid.org/0000-0001-7096-6773)
Institutions
- Hebei Medical University (CN)
- Peking University (CN)
- Third Hospital of Hebei Medical University (CN)
- Qingdao Academy of Intelligent Industries (CN)
- Peking University Third Hospital (CN)
- First Affiliated Hospital of Zhengzhou University (CN)
Publication Details
- Journal
- Academic Radiology
- Published
- 2025-11-04
- DOI
- https://doi.org/10.1016/j.acra.2025.09.015
- Citations
- 1
- Primary Topic
- Bone health and osteoporosis research
- Type
- article
- Field-Weighted Citation Impact
- 1.72