Towards Explainable Artificial Intelligence in Medical Imaging: A Review of Perturbation and Backpropagation-Based Methods

Abir Hamrouni, Thuraya N.I. Alrumaih, Mahmoud Ltaeif, Monia Hamdi, Hela Elmannai, Ridha Ejbali

Open source

DOI
10.3791/72637
Published
2026-10-09
Container
Journal of Visualized Experiments
Publisher
MyJove Corporation
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:10.3791/72637,
  title = {Towards Explainable Artificial Intelligence in Medical Imaging: A Review of Perturbation and Backpropagation-Based Methods},
  author = {Abir Hamrouni and Thuraya N.I. Alrumaih and Mahmoud Ltaeif and Monia Hamdi and Hela Elmannai and Ridha Ejbali},
  year = {2026},
  journal = {Journal of Visualized Experiments},
  doi = {10.3791/72637},
  url = {https://doi.org/10.3791/72637}
}

RIS

TY  - JOUR
TI  - Towards Explainable Artificial Intelligence in Medical Imaging: A Review of Perturbation and Backpropagation-Based Methods
AU  - Abir Hamrouni
AU  - Thuraya N.I. Alrumaih
AU  - Mahmoud Ltaeif
AU  - Monia Hamdi
AU  - Hela Elmannai
AU  - Ridha Ejbali
PY  - 2026
JO  - Journal of Visualized Experiments
DO  - 10.3791/72637
UR  - https://doi.org/10.3791/72637
ER  - 

APA

Hamrouni, A., Alrumaih, T. N., Ltaeif, M., Hamdi, M., Elmannai, H., & Ejbali, R. (2026). Towards Explainable Artificial Intelligence in Medical Imaging: A Review of Perturbation and Backpropagation-Based Methods. Journal of Visualized Experiments. https://doi.org/10.3791/72637

Source records