Optimized CNN framework with VGG19, EfficientNet, and Bayesian optimization for early colon cancer detection.

Rahman T, Deb N, Larguech S, Moniruzzaman M, Kumer Ghosh A, Ahmed Sami A, Abd Aziz AB, Salem Al-Bawri S.

Open source

DOI: 10.1038/s41598-025-34262-2
Published: 2026-01-05
Container: Sci Rep
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-025-34262-2,
  title = {Optimized CNN framework with VGG19, EfficientNet, and Bayesian optimization for early colon cancer detection.},
  author = {Rahman T and  Deb N and  Larguech S and  Moniruzzaman M and  Kumer Ghosh A and  Ahmed Sami A and  Abd Aziz AB and  Salem Al-Bawri S.},
  year = {2026},
  journal = {Sci Rep},
  doi = {10.1038/s41598-025-34262-2},
  url = {https://doi.org/10.1038/s41598-025-34262-2}
}

RIS

TY  - JOUR
TI  - Optimized CNN framework with VGG19, EfficientNet, and Bayesian optimization for early colon cancer detection.
AU  - Rahman T
AU  -  Deb N
AU  -  Larguech S
AU  -  Moniruzzaman M
AU  -  Kumer Ghosh A
AU  -  Ahmed Sami A
AU  -  Abd Aziz AB
AU  -  Salem Al-Bawri S.
PY  - 2026
JO  - Sci Rep
DO  - 10.1038/s41598-025-34262-2
UR  - https://doi.org/10.1038/s41598-025-34262-2
ER  -

APA

T, R., N, D., S, L., M, M., A, K. G., A, A. S., AB, A. A., & S., S. A. (2026). Optimized CNN framework with VGG19, EfficientNet, and Bayesian optimization for early colon cancer detection.. Sci Rep. https://doi.org/10.1038/s41598-025-34262-2

Source records

europe-pmc · retrieved 2026-09-26T09:14:58.795Z
doaj · retrieved 2026-09-26T09:14:58.764Z