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Enhanced deep learning framework for real-time instrument detection and tracking in laparoscopic surgery using advanced augmentation and tracking techniques

Crossref DOI link: https://doi.org/10.1007/s00464-025-11932-w

Published Online: 2025-06-30

Published Print: 2025-08

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Ujjainkar, Priyanka Anup https://orcid.org/0000-0002-6427-6183
Raut, Shital A.
License Information

Text and Data Mining valid from 2025-06-30

Version of Record valid from 2025-06-30
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Article History

Received: 26 February 2025

Accepted: 14 June 2025

First Online: 30 June 2025

Declarations

:

: Not applicable. Priyanka Anup Ujjainkar, MTech, Research Scholar has no conflicts of interest or financial ties to disclose. Dr. Shital A. Raut, Ph.D. has no conflicts of interest or financial ties to disclose.

: Ethical approval is not applicable. The authors agree to take part in this research study and allow their paper to be submitted for publication.

: Consent for publication was obtained from all authors.

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