PatchGAN-guided semi-supervised U-Net for carotid plaque segmentation in ultrasound under limited annotation conditions

Saritha Lalitha Ravindran, Dipti Jadhav, Sandeep Sangle, Pankaj Kumar Jain, Andrew Nicolaides, Luca Saba, Ajith Abraham, Jasjit S. Suri

Open source

DOI
10.1186/s12880-026-02574-y
Published
2026-07-16
Container
BMC Medical Imaging
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1186/s12880-026-02574-y,
  title = {PatchGAN-guided semi-supervised U-Net for carotid plaque segmentation in ultrasound under limited annotation conditions},
  author = {Saritha Lalitha Ravindran and Dipti Jadhav and Sandeep Sangle and Pankaj Kumar Jain and Andrew Nicolaides and Luca Saba and Ajith Abraham and Jasjit S. Suri},
  year = {2026},
  journal = {BMC Medical Imaging},
  doi = {10.1186/s12880-026-02574-y},
  url = {https://doi.org/10.1186/s12880-026-02574-y}
}

RIS

TY  - JOUR
TI  - PatchGAN-guided semi-supervised U-Net for carotid plaque segmentation in ultrasound under limited annotation conditions
AU  - Saritha Lalitha Ravindran
AU  - Dipti Jadhav
AU  - Sandeep Sangle
AU  - Pankaj Kumar Jain
AU  - Andrew Nicolaides
AU  - Luca Saba
AU  - Ajith Abraham
AU  - Jasjit S. Suri
PY  - 2026
JO  - BMC Medical Imaging
DO  - 10.1186/s12880-026-02574-y
UR  - https://doi.org/10.1186/s12880-026-02574-y
ER  - 

APA

Ravindran, S. L., Jadhav, D., Sangle, S., Jain, P. K., Nicolaides, A., Saba, L., Abraham, A., & Suri, J. S. (2026). PatchGAN-guided semi-supervised U-Net for carotid plaque segmentation in ultrasound under limited annotation conditions. BMC Medical Imaging. https://doi.org/10.1186/s12880-026-02574-y

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