@article{omnifmtowardmodalityrobustandtaskagnosti,
  title = {OmniFM: Toward Modality-Robust and Task-Agnostic Federated Learning for Heterogeneous Medical Imaging},
  author = {Meilin Liu and Jiaying Wang and Jing Shan},
  year = {2026},
  eprint = {2603.21660},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.21660},
}