Real-time deep learning for tumor segmentation and tool tracking: development and validation of an AI navigation system in vacuum-assisted breast biopsy

Xinran Shao, Yunzhi Shen, Pingdong Sun, Yihan Sun, Xingai Ju, Hongjie Zhu, Hong Li, Qiushi Li, Ruan Ting, Jinrui Liu, Yuqing Wang, Qikun Guo, Yuxin Ma, Xiang Fei, Hang Sun, Jianchun Cui

Open source

DOI
10.1186/s12957-025-04087-4
Published
2025-11-13
Container
World Journal of Surgical Oncology
Publisher
Springer Science and Business Media LLC
Open access
unknown

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Cite this work

BibTeX

@article{allodium:10.1186/s12957-025-04087-4,
  title = {Real-time deep learning for tumor segmentation and tool tracking: development and validation of an AI navigation system in vacuum-assisted breast biopsy},
  author = {Xinran Shao and Yunzhi Shen and Pingdong Sun and Yihan Sun and Xingai Ju and Hongjie Zhu and Hong Li and Qiushi Li and Ruan Ting and Jinrui Liu and Yuqing Wang and Qikun Guo and Yuxin Ma and Xiang Fei and Hang Sun and Jianchun Cui},
  year = {2025},
  journal = {World Journal of Surgical Oncology},
  doi = {10.1186/s12957-025-04087-4},
  url = {https://doi.org/10.1186/s12957-025-04087-4}
}

RIS

TY  - JOUR
TI  - Real-time deep learning for tumor segmentation and tool tracking: development and validation of an AI navigation system in vacuum-assisted breast biopsy
AU  - Xinran Shao
AU  - Yunzhi Shen
AU  - Pingdong Sun
AU  - Yihan Sun
AU  - Xingai Ju
AU  - Hongjie Zhu
AU  - Hong Li
AU  - Qiushi Li
AU  - Ruan Ting
AU  - Jinrui Liu
AU  - Yuqing Wang
AU  - Qikun Guo
AU  - Yuxin Ma
AU  - Xiang Fei
AU  - Hang Sun
AU  - Jianchun Cui
PY  - 2025
JO  - World Journal of Surgical Oncology
DO  - 10.1186/s12957-025-04087-4
UR  - https://doi.org/10.1186/s12957-025-04087-4
ER  - 

APA

Shao, X., Shen, Y., Sun, P., Sun, Y., Ju, X., Zhu, H., Li, H., Li, Q., Ting, R., Liu, J., Wang, Y., Guo, Q., Ma, Y., Fei, X., Sun, H., & Cui, J. (2025). Real-time deep learning for tumor segmentation and tool tracking: development and validation of an AI navigation system in vacuum-assisted breast biopsy. World Journal of Surgical Oncology. https://doi.org/10.1186/s12957-025-04087-4

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