A multiparametric MRI deep learning framework for automated segmentation and four-category classification of solitary spinal lesions

Jun Xu, Chenxi Wang, Wenjia Wang, Qizheng Wang, Ke Liu, Ruixin Yan, Yupeng Zhu, Siyuan Qin, Xinyu Dai, Xu Jin, Qiang Zhao, Ning Lang

Open source

DOI
10.1186/s12880-026-02664-x
Published
2026-08-11
Container
BMC Medical Imaging
Publisher
Springer Science and Business Media LLC
Open access
unknown

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Cite this work

BibTeX

@article{allodium:10.1186/s12880-026-02664-x,
  title = {A multiparametric MRI deep learning framework for automated segmentation and four-category classification of solitary spinal lesions},
  author = {Jun Xu and Chenxi Wang and Wenjia Wang and Qizheng Wang and Ke Liu and Ruixin Yan and Yupeng Zhu and Siyuan Qin and Xinyu Dai and Xu Jin and Qiang Zhao and Ning Lang},
  year = {2026},
  journal = {BMC Medical Imaging},
  doi = {10.1186/s12880-026-02664-x},
  url = {https://doi.org/10.1186/s12880-026-02664-x}
}

RIS

TY  - JOUR
TI  - A multiparametric MRI deep learning framework for automated segmentation and four-category classification of solitary spinal lesions
AU  - Jun Xu
AU  - Chenxi Wang
AU  - Wenjia Wang
AU  - Qizheng Wang
AU  - Ke Liu
AU  - Ruixin Yan
AU  - Yupeng Zhu
AU  - Siyuan Qin
AU  - Xinyu Dai
AU  - Xu Jin
AU  - Qiang Zhao
AU  - Ning Lang
PY  - 2026
JO  - BMC Medical Imaging
DO  - 10.1186/s12880-026-02664-x
UR  - https://doi.org/10.1186/s12880-026-02664-x
ER  - 

APA

Xu, J., Wang, C., Wang, W., Wang, Q., Liu, K., Yan, R., Zhu, Y., Qin, S., Dai, X., Jin, X., Zhao, Q., & Lang, N. (2026). A multiparametric MRI deep learning framework for automated segmentation and four-category classification of solitary spinal lesions. BMC Medical Imaging. https://doi.org/10.1186/s12880-026-02664-x

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