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Peer-reviewedCC BYFrontiers in medicine

Automated radiomics pipeline integrating TotalSpineSeg for Pfirrmann grading of lumbar disc degeneration with SHAP-based interpretability

  • Dongqi Guo1
  • Yuan Wang1
  • Chen Yang2
  • Jiawen Zhan3
  • Xue Han4
  • Yi Wang4
  • Zhaoshu Huang5
  • Ping Zhang1
5 affiliations
  1. 1Department of Pathology, Wangjing Hospital, China Academy of Chinese Medical Sciences , ,
  2. 2Institute of Orthopaedics and Traumatology, China Academy of Chinese Medical Sciences , ,
  3. 3Department of Sports Medicine, Wangjing Hospital, China Academy of Chinese Medical Sciences , ,
  4. 4Department of Radiology, Wangjing Hospital, China Academy of Chinese Medical Sciences , ,
  5. 5Department of Radiology, The Affiliated Hospital of Guizhou Medical University , , ,
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Cite

BibTeXRIS
BibTeX
@article{guo2026automated,
  title = {{Automated radiomics pipeline integrating TotalSpineSeg for Pfirrmann grading of lumbar disc degeneration with SHAP-based interpretability}},
  author = {Dongqi Guo and Yuan Wang and Chen Yang and Jiawen Zhan and Xue Han and Yi Wang and Zhaoshu Huang and Ping Zhang},
  journal = {Frontiers in medicine},
  year = {2026},
  month = oct,
  url = {https://europepmc.org/article/PMC/PMC13658075},
  note = {CC BY},
}
RIS
TY  - JOUR
TI  - Automated radiomics pipeline integrating TotalSpineSeg for Pfirrmann grading of lumbar disc degeneration with SHAP-based interpretability
AU  - Dongqi Guo
AU  - Yuan Wang
AU  - Chen Yang
AU  - Jiawen Zhan
AU  - Xue Han
AU  - Yi Wang
AU  - Zhaoshu Huang
AU  - Ping Zhang
PY  - 2026
DA  - 2026/10/16
JO  - Frontiers in medicine
UR  - https://europepmc.org/article/PMC/PMC13658075
SN  - 2296-858X
ER  -