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 …

Machine and deep learning for workflow recognition during surgery

N Padoy - Minimally Invasive Therapy & Allied Technologies, 2019 - Taylor & Francis
Recent years have seen tremendous progress in artificial intelligence (AI), such as with the
automatic and real-time recognition of objects and activities in videos in the field of computer …

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 …

Impact of data on generalization of AI for surgical intelligence applications

O Bar, D Neimark, M Zohar, GD Hager, R Girshick… - Scientific reports, 2020 - nature.com
AI is becoming ubiquitous, revolutionizing many aspects of our lives. In surgery, it is still a
promise. AI has the potential to improve surgeon performance and impact patient care, from …

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 …

Evaluation of deep learning models for identifying surgical actions and measuring performance

S Khalid, M Goldenberg, T Grantcharov… - JAMA network …, 2020 - jamanetwork.com
Importance When evaluating surgeons in the operating room, experienced physicians must
rely on live or recorded video to assess the surgeon's technical performance, an approach …

[HTML][HTML] Automated laparoscopic colorectal surgery workflow recognition using artificial intelligence: experimental research

D Kitaguchi, N Takeshita, H Matsuzaki, T Oda… - International journal of …, 2020 - Elsevier
Background Identifying laparoscopic surgical videos using artificial intelligence (AI)
facilitates the automation of several currently time-consuming manual processes, including …