A lightweight hybrid CNN-transformer model for smoke removal in laparoscopic surgery images.

Mahalingam DK, Murugan TK, Govindaraj L, Chauhan S, Babu V

DOI: 10.3389/frai.2026.1898106
Published: 2026
Container: Frontiers in artificial intelligence
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.3389/frai.2026.1898106,
  title = {A lightweight hybrid CNN-transformer model for smoke removal in laparoscopic surgery images.},
  author = {Mahalingam DK and Murugan TK and Govindaraj L and Chauhan S and Babu V},
  year = {2026},
  journal = {Frontiers in artificial intelligence},
  doi = {10.3389/frai.2026.1898106},
  url = {https://doi.org/10.3389/frai.2026.1898106}
}

RIS

TY  - JOUR
TI  - A lightweight hybrid CNN-transformer model for smoke removal in laparoscopic surgery images.
AU  - Mahalingam DK
AU  - Murugan TK
AU  - Govindaraj L
AU  - Chauhan S
AU  - Babu V
PY  - 2026
JO  - Frontiers in artificial intelligence
DO  - 10.3389/frai.2026.1898106
UR  - https://doi.org/10.3389/frai.2026.1898106
ER  -

APA

DK, M., TK, M., L, G., S, C., & V, B. (2026). A lightweight hybrid CNN-transformer model for smoke removal in laparoscopic surgery images.. Frontiers in artificial intelligence. https://doi.org/10.3389/frai.2026.1898106

Source records

pubmed · retrieved 2026-09-25T14:58:51.367Z