Automatic opportunistic osteoporosis screening using chest X-ray images via deep neural networks
This study provides an automatic screening method for osteoporosis using chest X-rays, without additional radiation exposure or cost. The ResNet50 model's high performance supports clinicians in the early identification and treatment of osteoporosis patients.
Authors
- Jiing‐Yih Lai (ORCID: https://orcid.org/0000-0002-0495-0826)
- Dongdong Wu (ORCID: https://orcid.org/0000-0001-7826-5963)
- Kai-Hong Luo (ORCID: https://orcid.org/0000-0003-1008-4976)
- Jun Tang
- Xiang Yin
Institutions
- Army Medical University (CN)
- Daping Hospital (CN)
Publication Details
- Journal
- Bone
- Published
- 2025-08-27
- DOI
- https://doi.org/10.1016/j.bone.2025.117618
- Citations
- 2
- Primary Topic
- Medical Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 1.35