SH-YOLO: Enhanced Real-Time Detection of Laparoscopic Surgical Instruments in Computer-Aided Surgery Based on Star Operation and Hybrid Attention Mechanisms

SH-YOLO: Enhanced Real-Time Detection of Laparoscopic Surgical Instruments in Computer-Aided Surgery Based on Star Operation and Hybrid Attention Mechanisms

Real-time surgical instrument detection is essential in computer-aided surgery systems for procedure identification, quality maintenance, and operation evaluation. To meet the real-time detection requirements of laparoscopic surgical instruments, a dataset for laparoscopic surgery is established, an...

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Bibliographic Details
Main Authors: Yiping Shao, Zhilong Xu, Qicong Zhu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Computer-aided surgery
real-time instrument detection
YOLO
feature extraction
attention mechanisms
Online Access:https://ieeexplore.ieee.org/document/11098899/
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https://ieeexplore.ieee.org/document/11098899/

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