Fourth Edition of the International Conference on Research in Applied Mathematics and Computer Science ICRAMCS 2022
 March 24-25-26, 2022
Online and Face-to-Face Conference

ICRAMCS, 4 (2022) | Proceedings ISSN: 2605-7700

Research Communication | Open Access
Volume 2022 | Communication ID 126
A deep learning framework for detecting and classifying surgical tools in laparoscopic surgery videos
Jaafar Jaafari, Samira Douzi, Khadija Douzi
Academic Editor: Youssef EL FOUTAYENI
Received
Accepted
Published
January 17, 2022
March 03, 2117
April 15, 2117

Abstract: Laparoscopic surgery is a surgical operation performed in the abdomen. It is a type of surgical procedure that allows a surgeon to examine the organs inside it without having to make large incisions in the skin, known also as minimally invasive surgery (MIS). Moreover, a laparoscope, which is a tube with a high-intensity light and a high-resolution camera at the end is inserted in the abdomen to help the surgeon operate easily using the surgical instruments. Additionally, surgery videos have become more and more precious information source. Those videos are a valuable tool to learn surgical ...