Automatic Surgical Instrument Recognition—A Case of Comparison Study between the Faster R-CNN, Mask R-CNN, and Single-Shot Multi-Box Detectors

Automatic Surgical Instrument Recognition—A Case of Comparison Study between the Faster R-CNN, Mask R-CNN, and Single-Shot Multi-Box Detectors

In various studies, problems with surgical instruments in the operating room are usually one of the major causes of delays and errors. It would be of great help, in surgery, to quickly and automatically identify and keep count of the surgical instruments in the operating room using only video inform...

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Bibliographic Details
Main Authors:	Jiann-Der Lee, Jong-Chih Chien, Yu-Tsung Hsu, Chieh-Tsai Wu
Format:	Article
Language:	English
Published:	MDPI AG 2021-08-01
Series:	Applied Sciences
Subjects:	deep learning networks surgical instruments
Online Access:	https://www.mdpi.com/2076-3417/11/17/8097

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