@article{iscompletelabelingnecessaryunderstanding,
  title = {Is Complete Labeling Necessary? Understanding Active Learning in Longitudinal Medical Imaging},
  author = {Siteng Ma and Honghui Du and Prateek Mathur and Brendan S. Kelly and Ronan P. Killeen and Aonghus Lawlor and Ruihai Dong},
  year = {2025},
  eprint = {2511.18007},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.18007},
}