Privacy-Preserving Surgical Video Analysis with Swarm Learning - Results from a Multinational Appendectomy Cohort.

Saldanha OL, Pfeiffer K, Bodenstedt S, Kirchner M, Jenke AC, Barata C, Barbosa S, Barthel J, Carstens M, Castro LT, Dehlke K, Dietz S, Emmanouilidis S, Fitze G, Holderried F, Kanjo W, Leitermann L, Mees ST, Soares AS, Pascoal M, Pistorius S, Prudlo C, Schultz J, Seiberth A, Thiel K, Wu X, Ziehn D, Speidel S, Weitz J, Distler M, Kather JN, Kolbinger FR

Open source

DOI: 10.1056/aioa2501116
Published: 2026 Jul
Container: NEJM AI
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1056/aioa2501116,
  title = {Privacy-Preserving Surgical Video Analysis with Swarm Learning - Results from a Multinational Appendectomy Cohort.},
  author = {Saldanha OL and Pfeiffer K and Bodenstedt S and Kirchner M and Jenke AC and Barata C and Barbosa S and Barthel J and Carstens M and Castro LT and Dehlke K and Dietz S and Emmanouilidis S and Fitze G and Holderried F and Kanjo W and Leitermann L and Mees ST and Soares AS and Pascoal M and Pistorius S and Prudlo C and Schultz J and Seiberth A and Thiel K and Wu X and Ziehn D and Speidel S and Weitz J and Distler M and Kather JN and Kolbinger FR},
  year = {2026},
  journal = {NEJM AI},
  doi = {10.1056/aioa2501116},
  url = {https://doi.org/10.1056/aioa2501116}
}

RIS

TY  - JOUR
TI  - Privacy-Preserving Surgical Video Analysis with Swarm Learning - Results from a Multinational Appendectomy Cohort.
AU  - Saldanha OL
AU  - Pfeiffer K
AU  - Bodenstedt S
AU  - Kirchner M
AU  - Jenke AC
AU  - Barata C
AU  - Barbosa S
AU  - Barthel J
AU  - Carstens M
AU  - Castro LT
AU  - Dehlke K
AU  - Dietz S
AU  - Emmanouilidis S
AU  - Fitze G
AU  - Holderried F
AU  - Kanjo W
AU  - Leitermann L
AU  - Mees ST
AU  - Soares AS
AU  - Pascoal M
AU  - Pistorius S
AU  - Prudlo C
AU  - Schultz J
AU  - Seiberth A
AU  - Thiel K
AU  - Wu X
AU  - Ziehn D
AU  - Speidel S
AU  - Weitz J
AU  - Distler M
AU  - Kather JN
AU  - Kolbinger FR
PY  - 2026
JO  - NEJM AI
DO  - 10.1056/aioa2501116
UR  - https://doi.org/10.1056/aioa2501116
ER  -

APA

OL, S., K, P., S, B., M, K., AC, J., C, B., S, B., J, B., M, C., LT, C., K, D., S, D., S, E., G, F., F, H., W, K., L, L., ST, M., AS, S., M, P., S, P., C, P., J, S., A, S., K, T., X, W., D, Z., S, S., J, W., M, D., JN, K., & FR, K. (2026). Privacy-Preserving Surgical Video Analysis with Swarm Learning - Results from a Multinational Appendectomy Cohort.. NEJM AI. https://doi.org/10.1056/aioa2501116

Source records

pubmed · retrieved 2026-09-25T02:51:33.120Z