Using Vision Transformers for Classifying Surgical Tools in Computer Aided Surgeries

Using Vision Transformers for Classifying Surgical Tools in Computer Aided Surgeries

Automated laparoscopic video analysis is essential for assisting surgeons during computer aided medical procedures. Nevertheless, it faces challenges due to complex surgical scenes and limited annotated data. Most of the existing methods for classifying surgical tools in laparoscopic surgeries rely...

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Bibliographic Details
Main Authors: El Moaqet Hisham, Janini Rami, Abdulbaki Alshirbaji Tamer, Aldeen Jalal Nour, Möller Knut
Format: Article
Language:English
Published: De Gruyter 2024-12-01
Series:Current Directions in Biomedical Engineering
Subjects:
computer aided surgeries
surgical tool classification
vision transformers
laparoscopic video analysis
Online Access:https://doi.org/10.1515/cdbme-2024-2056

Internet

https://doi.org/10.1515/cdbme-2024-2056

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