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Publications of Federica Facente

Articles in journal, book chapters

  1. Sébastien Frey, Federica Facente, Wen Wei, Ezem Sura Ekmekci, Eric Séjor, Patrick Baqué, Matthieu Durand, Hervé Delingette, Francois Bremond, Pierre Berthet-Rayne, and Nicholas Ayache. Optimizing Intraoperative AI: Evaluation of YOLOv8 for Real-Time Recognition of Robotic and Laparoscopic Instruments. Journal of Robotic Surgery, 19(131), March 2025. Keyword(s): Computer-Assisted Surgery, YoloV8, Robotic surgery, Instrument segmentation, Surgical instrument detection, Computer vision. [bibtex-entry]


Conference articles

  1. Federica Facente, Benjamin Billot, Vivek Gopalakrishnan, Manasi Kattel, Wen Wei, Polina Golland, Hervé Delingette, Nicholas Ayache, and Pierre Berthet-Rayne. Multi-stage CNN for fast registration of 3D preoperative CTs to 2D intraoperative X-rays. In Lecture Notes in Computer Science - International Workshop on Collaborative Intelligence and Autonomy in Image-Guided Surgery, Daejon, South Korea, pages 137-147, September 2025. Keyword(s): Multi-stage CNN, Pose estimation. [bibtex-entry]


  2. Manasi Kattel, Benjamin Billot, Federica Facente, Hervé Delingette, and Nicholas Ayache. Robust rigid MRI-TRUS registration in prostate cancer using attention-CNN and ICP. In Lecture Notes in Computer Science ((LNCS,volume 16165)), volume 16165 of Lecture Notes in Computer Science - Simplifying Medical Ultrasound, Daejeon, South Korea, pages 65-75, September 2025. Springer Nature Switzerland. Note: Workshop held in conjunction with MICCAI 2025. Keyword(s): learning-based regression, MRI-TRUS rigid registration. [bibtex-entry]


Miscellaneous

  1. Federica Facente, Benjamin Billot, Vivek Gopalakrishnan, Manasi Kattel, Wen Wei, Polina Golland, Hervé Delingette, Nicholas Ayache, and Pierre Berthet-Rayne. Towards real-time alignment of 3D CT and 2D X-Ray with multi-stage CNNs. Note: Working paper or preprint, January 2026. Keyword(s): Image-guided interventions, Pose estimation, Multi-stage CNNs. [bibtex-entry]



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Last modified: Mon May 18 12:30:02 2026
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