IJCAI 2025 Survey Track

A Survey of Pathology Foundation Model: Progress and Future Directions

A companion site for the survey paper, collecting the official citation, taxonomy figure, pathology foundation model table, and evaluation matrix.

Living companion to the IJCAI 2025 survey. The IJCAI paper is the fixed camera-ready record; this website is maintained as a live resource with updated venues, links, metadata, and curated table refinements.

Official Citation
@inproceedings{ijcai2025p1193,
  title={A Survey of Pathology Foundation Model: Progress and Future Directions},
  author={Xiong, Conghao and Chen, Hao and Sung, Joseph J. Y.},
  booktitle={Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, IJCAI-25},
  pages={10751--10760},
  year={2025},
  month={8},
  note={Survey Track},
  doi={10.24963/ijcai.2025/1193},
  url={https://doi.org/10.24963/ijcai.2025/1193}
}

News

Latest updates

-- Foundation Models
-- Evaluation Tasks

Survey Scope

PFM taxonomy anchored in the MIL workflow

Hierarchical taxonomy integrated within the MIL framework for pathology foundation models

Survey Companion

PFM Models and Evaluation

Model Venue Scope Pretraining Architecture Data Links