Surgeons versus computer vision: a comparative analysis on surgical phase recognition capabilities
SPR is an inherently complex task for expert surgeons and computer vision, where both perform equally well when given the same context. Performance increases when temporal information is provided. Surgical tools and organs form the key landmarks for human interpretation and are expected to shape the future of automated SPR.
Authors
- Alexandre Mottrie (ORCID: https://orcid.org/0000-0002-1253-1592)
- Tom Vercauteren (ORCID: https://orcid.org/0000-0003-1794-0456)
- Tinne Tuytelaars (ORCID: https://orcid.org/0000-0003-3307-9723)
- Matthew B. Blaschko (ORCID: https://orcid.org/0000-0002-2640-181X)
- Pieter De Backer (ORCID: https://orcid.org/0000-0002-9375-2353)
- Marco Mezzina (ORCID: https://orcid.org/0009-0005-1245-1727)
Institutions
- King's College London (GB)
- Onze Lieve Vrouwziekenhuis Hospital (BE)
- ORSI Academy (BE)
- KU Leuven (BE)
Publication Details
- Journal
- International Journal of Computer Assisted Radiology and Surgery
- Published
- 2025-05-31
- DOI
- https://doi.org/10.1007/s11548-025-03383-4
- Citations
- 3
- Primary Topic
- Surgical Simulation and Training
- Type
- article
- Field-Weighted Citation Impact
- 6.02
Funders
- Agentschap Innoveren en Ondernemen
- Vlaamse regering