Evaluation of Transfer Learning Efficacy for Surgical Suture Quality Classification on Limited Datasets.

Ishchenko R, Solopov M, Popandopulo A, Chechekhina E, Turchin V, Popivnenko F, Ermak A, Ladyk K, Konyashin A, Golubitskiy K, Burtsev A, Filimonov D

Open source

DOI: 10.3390/jimaging11080266
Published: 2025 Aug 8
Container: Journal of imaging
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.3390/jimaging11080266,
  title = {Evaluation of Transfer Learning Efficacy for Surgical Suture Quality Classification on Limited Datasets.},
  author = {Ishchenko R and Solopov M and Popandopulo A and Chechekhina E and Turchin V and Popivnenko F and Ermak A and Ladyk K and Konyashin A and Golubitskiy K and Burtsev A and Filimonov D},
  year = {2025},
  journal = {Journal of imaging},
  doi = {10.3390/jimaging11080266},
  url = {https://doi.org/10.3390/jimaging11080266}
}

RIS

TY  - JOUR
TI  - Evaluation of Transfer Learning Efficacy for Surgical Suture Quality Classification on Limited Datasets.
AU  - Ishchenko R
AU  - Solopov M
AU  - Popandopulo A
AU  - Chechekhina E
AU  - Turchin V
AU  - Popivnenko F
AU  - Ermak A
AU  - Ladyk K
AU  - Konyashin A
AU  - Golubitskiy K
AU  - Burtsev A
AU  - Filimonov D
PY  - 2025
JO  - Journal of imaging
DO  - 10.3390/jimaging11080266
UR  - https://doi.org/10.3390/jimaging11080266
ER  -

APA

R, I., M, S., A, P., E, C., V, T., F, P., A, E., K, L., A, K., K, G., A, B., & D, F. (2025). Evaluation of Transfer Learning Efficacy for Surgical Suture Quality Classification on Limited Datasets.. Journal of imaging. https://doi.org/10.3390/jimaging11080266

Source records

pubmed · retrieved 2026-09-25T12:59:33.149Z