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Optimizing intraoperative AI: evaluation of YOLOv8 for real-time recognition of robotic and laparoscopic instruments.

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Title: Optimizing intraoperative AI: evaluation of YOLOv8 for real-time recognition of robotic and laparoscopic instruments.
Authors: Frey S; Université Côte d'Azur, Nice, France. freysebastien6@gmail.com.; Department of General Surgery, Pasteur 2 Hospital, University Hospital of Nice, Nice, France. freysebastien6@gmail.com.; Epione Team, Université Côte d'Azur, Inria, Sophia-Antipolis, Nice, France. freysebastien6@gmail.com.; Hôpital L'Archet, University Hospital of Nice, 151, Route de Saint-Antoine, Nice, France. freysebastien6@gmail.com., Facente F; Université Côte d'Azur, Nice, France.; Epione Team, Université Côte d'Azur, Inria, Sophia-Antipolis, Nice, France.; Caranx Medical, Nice, France., Wei W; Caranx Medical, Nice, France., Ekmekci ES; Epione Team, Université Côte d'Azur, Inria, Sophia-Antipolis, Nice, France., Séjor E; Department of General Surgery, Pasteur 2 Hospital, University Hospital of Nice, Nice, France.; Caranx Medical, Nice, France., Baqué P; Université Côte d'Azur, Nice, France.; Department of General Surgery, Pasteur 2 Hospital, University Hospital of Nice, Nice, France., Durand M; Université Côte d'Azur, Nice, France.; Urology, Andrology, Renal Transplant Unit, Pasteur 2 Hospital, University Hospital of Nice, Nice, France.; INSERM U1081 - CNRS UMR 7284, Nice University Côte d'Azur, Nice, France., Delingette H; Epione Team, Université Côte d'Azur, Inria, Sophia-Antipolis, Nice, France., Bremond F; Stars Team, Université Côte d'Azur, Inria, Sophia-Antipolis, Nice, France., Berthet-Rayne P; Caranx Medical, Nice, France., Ayache N; Epione Team, Université Côte d'Azur, Inria, Sophia-Antipolis, Nice, France.
Source: Journal of robotic surgery [J Robot Surg] 2025 Mar 31; Vol. 19 (1), pp. 131. Date of Electronic Publication: 2025 Mar 31.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: England NLM ID: 101300401 Publication Model: Electronic Cited Medium: Internet ISSN: 1863-2491 (Electronic) Linking ISSN: 18632483 NLM ISO Abbreviation: J Robot Surg Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Frey+S%22">Frey S</searchLink>; Université Côte d'Azur, Nice, France. freysebastien6@gmail.com.; Department of General Surgery, Pasteur 2 Hospital, University Hospital of Nice, Nice, France. freysebastien6@gmail.com.; Epione Team, Université Côte d'Azur, Inria, Sophia-Antipolis, Nice, France. freysebastien6@gmail.com.; Hôpital L'Archet, University Hospital of Nice, 151, Route de Saint-Antoine, Nice, France. freysebastien6@gmail.com.<br /><searchLink fieldCode="AU" term="%22Facente+F%22">Facente F</searchLink>; Université Côte d'Azur, Nice, France.; Epione Team, Université Côte d'Azur, Inria, Sophia-Antipolis, Nice, France.; Caranx Medical, Nice, France.<br /><searchLink fieldCode="AU" term="%22Wei+W%22">Wei W</searchLink>; Caranx Medical, Nice, France.<br /><searchLink fieldCode="AU" term="%22Ekmekci+ES%22">Ekmekci ES</searchLink>; Epione Team, Université Côte d'Azur, Inria, Sophia-Antipolis, Nice, France.<br /><searchLink fieldCode="AU" term="%22Séjor+E%22">Séjor E</searchLink>; Department of General Surgery, Pasteur 2 Hospital, University Hospital of Nice, Nice, France.; Caranx Medical, Nice, France.<br /><searchLink fieldCode="AU" term="%22Baqué+P%22">Baqué P</searchLink>; Université Côte d'Azur, Nice, France.; Department of General Surgery, Pasteur 2 Hospital, University Hospital of Nice, Nice, France.<br /><searchLink fieldCode="AU" term="%22Durand+M%22">Durand M</searchLink>; Université Côte d'Azur, Nice, France.; Urology, Andrology, Renal Transplant Unit, Pasteur 2 Hospital, University Hospital of Nice, Nice, France.; INSERM U1081 - CNRS UMR 7284, Nice University Côte d'Azur, Nice, France.<br /><searchLink fieldCode="AU" term="%22Delingette+H%22">Delingette H</searchLink>; Epione Team, Université Côte d'Azur, Inria, Sophia-Antipolis, Nice, France.<br /><searchLink fieldCode="AU" term="%22Bremond+F%22">Bremond F</searchLink>; Stars Team, Université Côte d'Azur, Inria, Sophia-Antipolis, Nice, France.<br /><searchLink fieldCode="AU" term="%22Berthet-Rayne+P%22">Berthet-Rayne P</searchLink>; Caranx Medical, Nice, France.<br /><searchLink fieldCode="AU" term="%22Ayache+N%22">Ayache N</searchLink>; Epione Team, Université Côte d'Azur, Inria, Sophia-Antipolis, Nice, France.
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              Text: 2025 Mar 31
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