: Miscounting gauze is a common human error in surgery; this paper proposes an automated AI system to track gauze in real-time using laparoscopic camera feeds.
The video file is a specific sample from the Gauze Detection and Segmentation dataset used in surgical computer vision research. The primary academic paper associated with this video is:
: Capable of real-time detection but had lower recall (missed some gauze).
: Identified as the best compromise, achieving an Intersection over Union (IoU) of 0.85 while running at over 30 frames per second (FPS), making it suitable for live surgical use.
: Miscounting gauze is a common human error in surgery; this paper proposes an automated AI system to track gauze in real-time using laparoscopic camera feeds.
The video file is a specific sample from the Gauze Detection and Segmentation dataset used in surgical computer vision research. The primary academic paper associated with this video is:
: Capable of real-time detection but had lower recall (missed some gauze).
: Identified as the best compromise, achieving an Intersection over Union (IoU) of 0.85 while running at over 30 frames per second (FPS), making it suitable for live surgical use.
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