Automated DFU detection through GA-selected CNN ensemble with Grad-CAM interpretability

Shreya Girotra, Achin Jain, Sarita Yadav, Arvind Panwar, Harsh Taneja, Lukas Herout, Ondrej Krejcar, Hamidreza Namazi

Open source

DOI
10.1038/s41598-025-30532-1
Published
2025-12-13
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-025-30532-1,
  title = {Automated DFU detection through GA-selected CNN ensemble with Grad-CAM interpretability},
  author = {Shreya Girotra and Achin Jain and Sarita Yadav and Arvind Panwar and Harsh Taneja and Lukas Herout and Ondrej Krejcar and Hamidreza Namazi},
  year = {2025},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-025-30532-1},
  url = {https://doi.org/10.1038/s41598-025-30532-1}
}

RIS

TY  - JOUR
TI  - Automated DFU detection through GA-selected CNN ensemble with Grad-CAM interpretability
AU  - Shreya Girotra
AU  - Achin Jain
AU  - Sarita Yadav
AU  - Arvind Panwar
AU  - Harsh Taneja
AU  - Lukas Herout
AU  - Ondrej Krejcar
AU  - Hamidreza Namazi
PY  - 2025
JO  - Scientific Reports
DO  - 10.1038/s41598-025-30532-1
UR  - https://doi.org/10.1038/s41598-025-30532-1
ER  - 

APA

Girotra, S., Jain, A., Yadav, S., Panwar, A., Taneja, H., Herout, L., Krejcar, O., & Namazi, H. (2025). Automated DFU detection through GA-selected CNN ensemble with Grad-CAM interpretability. Scientific Reports. https://doi.org/10.1038/s41598-025-30532-1

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