Deep Learning-Enhanced Opportunistic Osteoporosis Screening in 100 kV Low-Voltage Chest CT: A Novel Way Toward Bone Mineral Density Measurement and Radiation Dose Reduction
The DL method achieved high accuracy for fully automated osteoporosis screening in 100 kV low-voltage chest CT scans obtained for lung cancer screening and performed well on various scanners from different manufacturers and hospitals.
Authors
- Xiaoqing Pan (ORCID: https://orcid.org/0000-0002-0965-8568)
- Mengze Zhang (ORCID: https://orcid.org/0000-0002-2164-1558)
- Huishu Yuan (ORCID: https://orcid.org/0000-0002-5320-4360)
- Chenyu Jiang (ORCID: https://orcid.org/0009-0006-5714-3872)
- Ming Ni (ORCID: https://orcid.org/0000-0003-0225-4816)
- Kai Ye (ORCID: https://orcid.org/0000-0003-2743-491X)
- Yan Zhang (ORCID: https://orcid.org/0000-0001-5575-6882)
- Wu Weiping
- Zhen Qian
- Dan Jin
- Suwei Liu (ORCID: https://orcid.org/0000-0001-7096-6773)
Institutions
- Peking University (CN)
- Qingdao Academy of Intelligent Industries (CN)
- Peking University Third Hospital (CN)
Publication Details
- Journal
- Academic Radiology
- Published
- 2025-08-20
- DOI
- https://doi.org/10.1016/j.acra.2025.07.060
- Citations
- 1
- Primary Topic
- Advanced X-ray and CT Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.67