Parameter-Efficient Fine-Tuning and Few-Shot Learning of Multiscale Vision Transformers for Liver Tumour Segmentation in CT

Ramtin Mojtahedi, Mohammad Hamghalam, Jacob J. Peoples, William R. Jarnagin, Richard K. G. Do, and Amber L. Simpson. “Parameter-Efficient Fine-Tuning and Few-Shot Learning of Multiscale Vision Transformers for Liver Tumour Segmentation in CT.” Medical Imaging 2025: Computer-Aided Diagnosis, Proceedings of SPIE 13407, 1340738. https://doi.org/10.1117/12.3046253

@inproceedings{Mojtahedi2025PEFTFewShot,
  author = {Ramtin Mojtahedi and Mohammad Hamghalam and Jacob J. Peoples and William R. Jarnagin and Richard K. G. Do and Amber L. Simpson},
  title = {{Parameter-Efficient Fine-Tuning and Few-Shot Learning of Multiscale Vision Transformers for Liver Tumour Segmentation in CT}},
  year = {2025},
  booktitle = {Medical Imaging 2025: Computer-Aided Diagnosis},
  volume = {13407},
  pages = {801-810},
  publisher = {SPIE},
  doi = {10.1117/12.3046253},
  url = {https://doi.org/10.1117/12.3046253}
}