Integrating manual annotation with deep transfer learning and radiomics for vertebral fracture analysis
Abstract Background Vertebral compression fractures (VCFs) are prevalent in the elderly, often caused by osteoporosis or trauma. Differentiating acute from chronic VCFs is vital for treatment planning, but MRI, the gold standard, is inaccessible for some. However, CT, a more accessible alternative,...
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Main Authors: | Jing Wang, Zhirui Dong, Huanxin He, Zhiyang Gao, Yukai Huang, Guangcheng Yuan, Libo Jiang, Mingdong Zhao |
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Format: | Article |
Language: | English |
Published: |
BMC
2025-02-01
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Series: | BMC Medical Imaging |
Subjects: | |
Online Access: | https://doi.org/10.1186/s12880-025-01573-9 |
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