HELPNet: Hierarchical perturbations consistency and entropy-guided ensemble for scribble supervised medical image segmentation

Xiao Zhang, Shaoxuan Wu, Peilin Zhang, Zhuo Jin, Xiaosong Xiong, Qirong Bu, Jingkun Chen, Jun Feng

Open source

DOI
10.1016/j.media.2025.103719
Published
2025-10
Container
Medical Image Analysis
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.media.2025.103719,
  title = {HELPNet: Hierarchical perturbations consistency and entropy-guided ensemble for scribble supervised medical image segmentation},
  author = {Xiao Zhang and Shaoxuan Wu and Peilin Zhang and Zhuo Jin and Xiaosong Xiong and Qirong Bu and Jingkun Chen and Jun Feng},
  year = {2025},
  journal = {Medical Image Analysis},
  doi = {10.1016/j.media.2025.103719},
  url = {https://doi.org/10.1016/j.media.2025.103719}
}

RIS

TY  - JOUR
TI  - HELPNet: Hierarchical perturbations consistency and entropy-guided ensemble for scribble supervised medical image segmentation
AU  - Xiao Zhang
AU  - Shaoxuan Wu
AU  - Peilin Zhang
AU  - Zhuo Jin
AU  - Xiaosong Xiong
AU  - Qirong Bu
AU  - Jingkun Chen
AU  - Jun Feng
PY  - 2025
JO  - Medical Image Analysis
DO  - 10.1016/j.media.2025.103719
UR  - https://doi.org/10.1016/j.media.2025.103719
ER  - 

APA

Zhang, X., Wu, S., Zhang, P., Jin, Z., Xiong, X., Bu, Q., Chen, J., & Feng, J. (2025). HELPNet: Hierarchical perturbations consistency and entropy-guided ensemble for scribble supervised medical image segmentation. Medical Image Analysis. https://doi.org/10.1016/j.media.2025.103719

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