Computer vision in surgery: from potential to clinical value

P Mascagni, D Alapatt, L Sestini, MS Altieri… - npj Digital …, 2022 - nature.com
Hundreds of millions of operations are performed worldwide each year, and the rising
uptake in minimally invasive surgery has enabled fiber optic cameras and robots to become …

Artificial intelligence‐based computer vision in surgery: Recent advances and future perspectives

D Kitaguchi, N Takeshita… - Annals of …, 2022 - Wiley Online Library
Technology has advanced surgery, especially minimally invasive surgery (MIS), including
laparoscopic surgery and robotic surgery. It has led to an increase in the number of …

Computer vision in surgery

TM Ward, P Mascagni, Y Ban, G Rosman, N Padoy… - Surgery, 2021 - Elsevier
The fields of computer vision (CV) and artificial intelligence (AI) have undergone rapid
advancements in the past decade, many of which have been applied to the analysis of …

Computer vision in the surgical operating room

F Chadebecq, F Vasconcelos, E Mazomenos… - Visceral …, 2020 - karger.com
Background: Multiple types of surgical cameras are used in modern surgical practice and
provide a rich visual signal that is used by surgeons to visualize the clinical site and make …

Computer vision in the operating room: Opportunities and caveats

LR Kennedy-Metz, P Mascagni… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Effectiveness of computer vision techniques has been demonstrated through a number of
applications, both within and outside healthcare. The operating room environment …

The advances in computer vision that are enabling more autonomous actions in surgery: a systematic review of the literature

AA Gumbs, V Grasso, N Bourdel, R Croner… - Sensors, 2022 - mdpi.com
This is a review focused on advances and current limitations of computer vision (CV) and
how CV can help us obtain to more autonomous actions in surgery. It is a follow-up article to …

Computer vision and machine learning for medical image analysis: recent advances, challenges, and way forward.

E Elyan, P Vuttipittayamongkol… - Artificial …, 2022 - rgu-repository.worktribe.com
The recent development in the areas of deep learning and deep convolutional neural
networks has significantly progressed and advanced the field of computer vision (CV) and …

VisionBlender: a tool to efficiently generate computer vision datasets for robotic surgery

J Cartucho, S Tukra, Y Li, D S. Elson… - Computer Methods in …, 2021 - Taylor & Francis
Surgical robots rely on robust and efficient computer vision algorithms to be able to
intervene in real-time. The main problem, however, is that the training or testing of such …

A computer vision platform to automatically locate critical events in surgical videos: documenting safety in laparoscopic cholecystectomy

P Mascagni, D Alapatt, T Urade, A Vardazaryan… - Annals of …, 2021 - journals.lww.com
Objective: The aim of this study was to develop a computer vision platform to automatically
locate critical events in surgical videos and provide short video clips documenting the critical …

Computer image analysis with artificial intelligence: a practical introduction to convolutional neural networks for medical professionals

G Kourounis, AA Elmahmudi, B Thomson… - Postgraduate …, 2023 - academic.oup.com
Artificial intelligence tools, particularly convolutional neural networks (CNNs), are
transforming healthcare by enhancing predictive, diagnostic, and decision-making …