نتائج البحث

Predicting efficacy and guiding procedure choice in non-vascularized bone grafting: a CT Radiomics and clinical predictor approach.

• Authors : Chen, Hao¹ (AUTHOR); Xue, Peng¹ (AUTHOR); Xi, Hongzhong¹ (AUTHOR)

• Source: BMC Musculoskeletal Disorders. 12/11/2023, Vol. 24 Issue 1, p1-13. 13p.

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Machine learning-based radiomics using MRI to differentiate early-stage Duchenne and Becker muscular dystrophy in children

• Authors : Taiya Chen; Haoran Zhu; Yingyi Hu

Subjects: Duchenne muscular dystrophy; Becker muscular dystrophy; Muscle MRI

• Source: BMC Musculoskeletal Disorders, Vol 26, Iss 1, Pp 1-11 (2025)

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Automated opportunistic screening for osteoporosis using deep learning-based automatic segmentation and radiomics on proximal femur images from low-dose abdominal CT.

• Authors : Du, Changyu¹ (AUTHOR) ; He, Jian¹ (AUTHOR) ; Cheng, Qiye¹ (AUTHOR)

• Source: BMC Musculoskeletal Disorders. 4/16/2025, Vol. 26 Issue 1, p1-10. 10p.

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Advanced feature fusion of radiomics and deep learning for accurate detection of wrist fractures on X-ray images

• Authors : Mohamed J. Saadh; Qusay Mohammed Hussain; Rafid Jihad Albadr

Subjects: X-ray Imaging; Forearm Fractures; Wrist Fractures

• Source: BMC Musculoskeletal Disorders, Vol 26, Iss 1, Pp 1-22 (2025)

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Utilizing radiomics techniques to isolate a single vertebral body from chest CT for opportunistic osteoporosis screening.

• Authors : Lin, Xiaocong¹ (AUTHOR); Shen, Rongkai² (AUTHOR); Zheng, Xiaoling³ (AUTHOR)

• Source: BMC Musculoskeletal Disorders. 10/4/2024, Vol. 25 Issue 1, p1-10. 10p.

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Clinical and radiomics feature-based outcome analysis in lumbar disc herniation surgery.

• Authors : Saravi, Babak^1,2,3,4 (AUTHOR) ; Zink, Alisia² (AUTHOR); Ülkümen, Sara¹ (AUTHOR)

• Source: BMC Musculoskeletal Disorders. 10/6/2023, Vol. 24 Issue 1, p1-11. 11p.

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

• Authors : Zhang, Jun^1,2 (AUTHOR); Liu, Jiayi² (AUTHOR); Liang, Zhipeng² (AUTHOR)

• Source: BMC Musculoskeletal Disorders. 3/6/2023, Vol. 24 Issue 1, p1-14. 14p.

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Prediction of osteoporosis using radiomics analysis derived from single source dual energy CT.

• Authors : Wang, Jinling^1,2 (AUTHOR); Zhou, Shuwei^1,2 (AUTHOR); Chen, Suping³ (AUTHOR)

• Source: BMC Musculoskeletal Disorders. 2/7/2023, Vol. 24 Issue 1, p1-11. 11p.

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The value of radiomics-based CT combined with machine learning in the diagnosis of occult vertebral fractures

• Authors : Wu-Gen Li; Rou Zeng; Yong Lu

Subjects: Machine learning; Occult vertebral fractures; Radiomics

• Source: BMC Musculoskeletal Disorders, Vol 24, Iss 1, Pp 1-9 (2023)

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Radiomics nomogram based on dual-energy spectral CT imaging to diagnose low bone mineral density

• Authors : Qianqian Yao; Mengke Liu; Kemei Yuan

Subjects: Osteoporosis; Radiomics; Dual-energy spectral CT

• Source: BMC Musculoskeletal Disorders, Vol 23, Iss 1, Pp 1-10 (2022)

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