UPMA: unspecified pretraining and modular adaptation for context-aware target delineation in adaptive esophageal radiotherapy

Yihua Sun, Sijuan Huang, Hee Guan Khor, Haojie Han, Yongsheng Zhang, Lu Bai, Qi Chen, Shaobin Wang, Qinghe Peng, Guochen Ning, Haojiang Li, Fang Chen, Xin Yang, Hongen Liao

Open source

DOI
10.1038/s44387-026-00143-w
Published
2026-09-02
Container
npj Artificial Intelligence
Publisher
Springer Science and Business Media LLC
Open access
unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s44387-026-00143-w,
  title = {UPMA: unspecified pretraining and modular adaptation for context-aware target delineation in adaptive esophageal radiotherapy},
  author = {Yihua Sun and Sijuan Huang and Hee Guan Khor and Haojie Han and Yongsheng Zhang and Lu Bai and Qi Chen and Shaobin Wang and Qinghe Peng and Guochen Ning and Haojiang Li and Fang Chen and Xin Yang and Hongen Liao},
  year = {2026},
  journal = {npj Artificial Intelligence},
  doi = {10.1038/s44387-026-00143-w},
  url = {https://doi.org/10.1038/s44387-026-00143-w}
}

RIS

TY  - JOUR
TI  - UPMA: unspecified pretraining and modular adaptation for context-aware target delineation in adaptive esophageal radiotherapy
AU  - Yihua Sun
AU  - Sijuan Huang
AU  - Hee Guan Khor
AU  - Haojie Han
AU  - Yongsheng Zhang
AU  - Lu Bai
AU  - Qi Chen
AU  - Shaobin Wang
AU  - Qinghe Peng
AU  - Guochen Ning
AU  - Haojiang Li
AU  - Fang Chen
AU  - Xin Yang
AU  - Hongen Liao
PY  - 2026
JO  - npj Artificial Intelligence
DO  - 10.1038/s44387-026-00143-w
UR  - https://doi.org/10.1038/s44387-026-00143-w
ER  - 

APA

Sun, Y., Huang, S., Khor, H. G., Han, H., Zhang, Y., Bai, L., Chen, Q., Wang, S., Peng, Q., Ning, G., Li, H., Chen, F., Yang, X., & Liao, H. (2026). UPMA: unspecified pretraining and modular adaptation for context-aware target delineation in adaptive esophageal radiotherapy. npj Artificial Intelligence. https://doi.org/10.1038/s44387-026-00143-w

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