Evolution of the digital operating room: the place of video technology in surgery
Purpose The aim of this review was to collate current evidence wherein digitalisation,
through the incorporation of video technology and artificial intelligence (AI), is being applied …
through the incorporation of video technology and artificial intelligence (AI), is being applied …
A novel high accuracy model for automatic surgical workflow recognition using artificial intelligence in laparoscopic totally extraperitoneal inguinal hernia repair (TEP)
M Ortenzi, J Rapoport Ferman, A Antolin, O Bar… - Surgical …, 2023 - Springer
Introduction Artificial intelligence and computer vision are revolutionizing the way we
perceive video analysis in minimally invasive surgery. This emerging technology has …
perceive video analysis in minimally invasive surgery. This emerging technology has …
Preserving privacy in surgical video analysis using a deep learning classifier to identify out-of-body scenes in endoscopic videos
Surgical video analysis facilitates education and research. However, video recordings of
endoscopic surgeries can contain privacy-sensitive information, especially if the endoscopic …
endoscopic surgeries can contain privacy-sensitive information, especially if the endoscopic …
Automated identification of key steps in robotic-assisted radical prostatectomy using artificial intelligence
A Khanna, A Antolin, O Bar, D Ben-Ayoun… - Journal of …, 2024 - journals.lww.com
Purpose: The widespread use of minimally invasive surgery generates vast amounts of
potentially useful data in the form of surgical video. However, raw video footage is often …
potentially useful data in the form of surgical video. However, raw video footage is often …
Privacy-proof live surgery streaming: development and validation of a low-cost, real-time robotic surgery anonymization algorithm
P De Backer, J Simoens, K Mestdagh, J Hofman… - Annals of …, 2024 - journals.lww.com
Objective: Develop a pioneer surgical anonymization algorithm for reliable and accurate real-
time removal of out-of-body images validated across various robotic platforms. Background …
time removal of out-of-body images validated across various robotic platforms. Background …
OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted Surgery
In the realm of automated robotic surgery and computer-assisted interventions,
understanding robotic surgical activities stands paramount. Existing algorithms dedicated to …
understanding robotic surgical activities stands paramount. Existing algorithms dedicated to …
Defining the standard for surgical video deidentification
MK Tollefson, CJ Ross - JAMA surgery, 2024 - jamanetwork.com
Empirical data and expert consensus have since converged to the conclusion that routine
video capture and analysis are an integral part of the future of surgical care. 2-4 Indeed, the …
video capture and analysis are an integral part of the future of surgical care. 2-4 Indeed, the …
Implementation of Artificial Intelligence–Based Computer Vision Model for Sleeve Gastrectomy: Experience in One Tertiary Center
D Dayan - Obesity Surgery, 2024 - Springer
Introduction Sleeve gastrectomy (SG) is the most common metabolic and bariatric procedure
performed. Leveraging artificial intelligence (AI) for automated real-time data structuring and …
performed. Leveraging artificial intelligence (AI) for automated real-time data structuring and …
“Train one, Classify one, Teach one”-Cross-surgery transfer learning for surgical step recognition
Prior work demonstrated the ability of machine learning to automatically recognize surgical
workflow steps from videos. However, these studies focused on only a single type of …
workflow steps from videos. However, these studies focused on only a single type of …
A multi instance learning approach for critical view of safety detection in laparoscopic cholecystectomy
Y Colbeci, M Zohar, D Neimark… - Machine Learning …, 2022 - proceedings.mlr.press
Surgical procedures have a clear designated goal, which makes the art of performing
surgery a task-oriented action. The performing surgeon follows specific workflow steps that …
surgery a task-oriented action. The performing surgeon follows specific workflow steps that …