Kalina P. Slavkova, PhD

Physicist | Exploring the Intersection of AI, Physics, & Imaging

Foundation model embeddings capture pre-diagnostic changes on screening mammograms


Journal article


Kalina P Slavkova, Aditya Gowd Eric Brattain, Akash Pattnaik, Jean-Benoit Delbrouck, Matthew Morgan, Julie Bauml, Javid Abderezaei, Khan Siddiqui
arXiv, 2026 Sep 22


Cite

Cite

APA   Click to copy
Slavkova, K. P., Eric Brattain, A. G., Pattnaik, A., Delbrouck, J.-B., Morgan, M., Bauml, J., … Siddiqui, K. (2026). Foundation model embeddings capture pre-diagnostic changes on screening mammograms. ArXiv. https://doi.org/10.48550/arXiv.2609.26605


Chicago/Turabian   Click to copy
Slavkova, Kalina P, Aditya Gowd Eric Brattain, Akash Pattnaik, Jean-Benoit Delbrouck, Matthew Morgan, Julie Bauml, Javid Abderezaei, and Khan Siddiqui. “Foundation Model Embeddings Capture Pre-Diagnostic Changes on Screening Mammograms.” arXiv (September 22, 2026).


MLA   Click to copy
Slavkova, Kalina P., et al. “Foundation Model Embeddings Capture Pre-Diagnostic Changes on Screening Mammograms.” ArXiv, Sept. 2026, doi:10.48550/arXiv.2609.26605.


BibTeX   Click to copy

@article{kalina2026a,
  title = {Foundation model embeddings capture pre-diagnostic changes on screening mammograms},
  year = {2026},
  month = sep,
  day = {22},
  journal = {arXiv},
  doi = {10.48550/arXiv.2609.26605},
  author = {Slavkova, Kalina P and Eric Brattain, Aditya Gowd and Pattnaik, Akash and Delbrouck, Jean-Benoit and Morgan, Matthew and Bauml, Julie and Abderezaei, Javid and Siddiqui, Khan},
  month_numeric = {9}
}