A novel network-level fused deep learning architecture with shallow neural network classifier for gastrointestinal cancer classification from wireless capsule endoscopy images

Muhammad Attique Khan, Usama Shafiq, Ameer Hamza, Anwar M. Mirza, Jamel Baili, Dina Abdulaziz AlHammadi, Hee-Chan Cho, Byoungchol Chang

Open source

DOI
10.1186/s12911-025-02966-0
Published
2025-03-31
Container
BMC Medical Informatics and Decision Making
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1186/s12911-025-02966-0,
  title = {A novel network-level fused deep learning architecture with shallow neural network classifier for gastrointestinal cancer classification from wireless capsule endoscopy images},
  author = {Muhammad Attique Khan and Usama Shafiq and Ameer Hamza and Anwar M. Mirza and Jamel Baili and Dina Abdulaziz AlHammadi and Hee-Chan Cho and Byoungchol Chang},
  year = {2025},
  journal = {BMC Medical Informatics and Decision Making},
  doi = {10.1186/s12911-025-02966-0},
  url = {https://doi.org/10.1186/s12911-025-02966-0}
}

RIS

TY  - JOUR
TI  - A novel network-level fused deep learning architecture with shallow neural network classifier for gastrointestinal cancer classification from wireless capsule endoscopy images
AU  - Muhammad Attique Khan
AU  - Usama Shafiq
AU  - Ameer Hamza
AU  - Anwar M. Mirza
AU  - Jamel Baili
AU  - Dina Abdulaziz AlHammadi
AU  - Hee-Chan Cho
AU  - Byoungchol Chang
PY  - 2025
JO  - BMC Medical Informatics and Decision Making
DO  - 10.1186/s12911-025-02966-0
UR  - https://doi.org/10.1186/s12911-025-02966-0
ER  - 

APA

Khan, M. A., Shafiq, U., Hamza, A., Mirza, A. M., Baili, J., AlHammadi, D. A., Cho, H., & Chang, B. (2025). A novel network-level fused deep learning architecture with shallow neural network classifier for gastrointestinal cancer classification from wireless capsule endoscopy images. BMC Medical Informatics and Decision Making. https://doi.org/10.1186/s12911-025-02966-0

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