Gauze Detection and Segmentation in Minimally Invasive Surgery Video Using Convolutional Neural Networks

Gauze Detection and Segmentation in Minimally Invasive Surgery Video Using Convolutional Neural Networks

Medical instruments detection in laparoscopic video has been carried out to increase the autonomy of surgical robots, evaluate skills or index recordings. However, it has not been extended to surgical gauzes. Gauzes can provide valuable information to numerous tasks in the operating room, but the la...

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Bibliographic Details
Main Authors: Guillermo Sánchez-Brizuela, Francisco-Javier Santos-Criado, Daniel Sanz-Gobernado, Eusebio de la Fuente-López, Juan-Carlos Fraile, Javier Pérez-Turiel, Ana Cisnal
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Sensors
Subjects:
convolutional neural networks
image segmentation
image object detection
surgical tool detection
minimally invasive surgery
Online Access:https://www.mdpi.com/1424-8220/22/14/5180

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https://www.mdpi.com/1424-8220/22/14/5180

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