@article{afewcasesareallyouneedanempiricalstudyof,
  title = {A Few Cases Are All You Need: An Empirical Study of Annotation-Efficient LoRA Fine-Tuning of MedSAM3},
  author = {Sachin Dudda Nagaraju and Bendik Skarre Abrahamsen and Ashkan Moradi and Mattijs Elschot},
  year = {2026},
  eprint = {2608.18731},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.18731},
}