Evaluation of Vision-Language Models for Surgical Narration and Critical View of Safety Assessment in Laparoscopic Cholecystectomy.

Glazer R, Seger P, Fox B, Skinner G, Li J, Tung K, Chang A, Walsh J, Handmacher M, Ham B, Nordin A, Shah S, Yang G, Schwaitzberg S, Kim PC

Open source

DOI
10.1097/xcs.0000000000002259
Published
2026 Oct 13
Container
Journal of the American College of Surgeons
Publisher
Not recorded
Open access
unknown

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BibTeX

@article{allodium:10.1097/xcs.0000000000002259,
  title = {Evaluation of Vision-Language Models for Surgical Narration and Critical View of Safety Assessment in Laparoscopic Cholecystectomy.},
  author = {Glazer R and Seger P and Fox B and Skinner G and Li J and Tung K and Chang A and Walsh J and Handmacher M and Ham B and Nordin A and Shah S and Yang G and Schwaitzberg S and Kim PC},
  year = {2026},
  journal = {Journal of the American College of Surgeons},
  doi = {10.1097/xcs.0000000000002259},
  url = {https://doi.org/10.1097/xcs.0000000000002259}
}

RIS

TY  - JOUR
TI  - Evaluation of Vision-Language Models for Surgical Narration and Critical View of Safety Assessment in Laparoscopic Cholecystectomy.
AU  - Glazer R
AU  - Seger P
AU  - Fox B
AU  - Skinner G
AU  - Li J
AU  - Tung K
AU  - Chang A
AU  - Walsh J
AU  - Handmacher M
AU  - Ham B
AU  - Nordin A
AU  - Shah S
AU  - Yang G
AU  - Schwaitzberg S
AU  - Kim PC
PY  - 2026
JO  - Journal of the American College of Surgeons
DO  - 10.1097/xcs.0000000000002259
UR  - https://doi.org/10.1097/xcs.0000000000002259
ER  - 

APA

R, G., P, S., B, F., G, S., J, L., K, T., A, C., J, W., M, H., B, H., A, N., S, S., G, Y., S, S., & PC, K. (2026). Evaluation of Vision-Language Models for Surgical Narration and Critical View of Safety Assessment in Laparoscopic Cholecystectomy.. Journal of the American College of Surgeons. https://doi.org/10.1097/xcs.0000000000002259

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