INFORMER—Interpretability-Founded Monitoring of Medical Image Deep Learning Models: Application to Chest X-ray Pathologies

Shelley Zixin Shu, Aurélie Pahud de Mortanges, Alexander Poellinger, Dwarikanath Mahapatra, Mauricio Reyes

Open source

DOI
10.1007/s10278-026-02257-8
Published
2026-09-15
Container
Journal of Imaging Informatics in Medicine
Publisher
Springer Science and Business Media LLC
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1007/s10278-026-02257-8,
  title = {INFORMER—Interpretability-Founded Monitoring of Medical Image Deep Learning Models: Application to Chest X-ray Pathologies},
  author = {Shelley Zixin Shu and Aurélie Pahud de Mortanges and Alexander Poellinger and Dwarikanath Mahapatra and Mauricio Reyes},
  year = {2026},
  journal = {Journal of Imaging Informatics in Medicine},
  doi = {10.1007/s10278-026-02257-8},
  url = {https://doi.org/10.1007/s10278-026-02257-8}
}

RIS

TY  - JOUR
TI  - INFORMER—Interpretability-Founded Monitoring of Medical Image Deep Learning Models: Application to Chest X-ray Pathologies
AU  - Shelley Zixin Shu
AU  - Aurélie Pahud de Mortanges
AU  - Alexander Poellinger
AU  - Dwarikanath Mahapatra
AU  - Mauricio Reyes
PY  - 2026
JO  - Journal of Imaging Informatics in Medicine
DO  - 10.1007/s10278-026-02257-8
UR  - https://doi.org/10.1007/s10278-026-02257-8
ER  - 

APA

Shu, S. Z., Mortanges, A. P. D., Poellinger, A., Mahapatra, D., & Reyes, M. (2026). INFORMER—Interpretability-Founded Monitoring of Medical Image Deep Learning Models: Application to Chest X-ray Pathologies. Journal of Imaging Informatics in Medicine. https://doi.org/10.1007/s10278-026-02257-8

Source records