Differentiation of acute and chronic vertebral compression fractures using conventional CT based on deep transfer learning features and hand-crafted radiomics features

Differentiation of acute and chronic vertebral compression fractures using conventional CT based on deep transfer learning features and hand-crafted radiomics features

Abstract Background We evaluated the diagnostic efficacy of deep learning radiomics (DLR) and hand-crafted radiomics (HCR) features in differentiating acute and chronic vertebral compression fractures (VCFs). Methods A total of 365 patients with VCFs were retrospectively analysed based on their comp...

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Bibliographic Details
Main Authors: Jun Zhang, Jiayi Liu, Zhipeng Liang, Liang Xia, Weixiao Zhang, Yanfen Xing, Xueli Zhang, Guangyu Tang
Format: Article
Language:English
Published: BMC 2023-03-01
Series:BMC Musculoskeletal Disorders
Subjects:
Vertebral compression fracture (VCF)
Deep learning
Radiomics
Tomography, X-ray computed
Differential diagnosis
Online Access:https://doi.org/10.1186/s12891-023-06281-5

Internet

https://doi.org/10.1186/s12891-023-06281-5

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