Results 31 to 40 of about 2,371,896 (336)
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark [PDF]
arXiv, 2021 PURPOSE: Surgical workflow and skill analysis are key technologies for the next generation of cognitive surgical assistance systems. These systems could increase the safety of the operation through context-sensitive warnings and semi-autonomous robotic assistance or improve training of surgeons via data-driven feedback. In surgical workflow analysis up
M. Wagner +40 more
arxiv +3 more sources
“Deep-Onto” network for surgical workflow and context recognition
International Journal of Computer Assisted Radiology and Surgery, 2018 Surgical workflow recognition and context-aware systems could allow better decision making and surgical planning by providing the focused information, which may eventually enhance surgical outcomes. While current developments in computer-assisted surgical systems are mostly focused on recognizing surgical phases, they lack recognition of surgical ...
H. Nakawala +5 more
semanticscholar +6 more sources
Workflow-based Context-aware Control of Surgical Robots [PDF]
, 2015 Surgical assistance system such as medical robots enhanced the capabilities of medical procedures in the last decades. This work presents a new perspective on the use of workflows with surgical robots in order to improve the technical capabilities and ...
Beyl, Tim
core +5 more sources
On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis [PDF]
Medical Image Anal., 2022 Dominik Rivoir +2 more
openalex +3 more sources
The Importance of Incorporating Frailty Screening Into Surgical Clinical Workflow [PDF]
JAMA Network Open, 2019 Elizabeth George, Shipra Arya
openalex +4 more sources
BMC SurgeryBackground The surgical time-out is a critical safety measure used in the operating room (OR). We examined the mediating relationship of the length of the time-out between team perceived usefulness of the time-out, and the rate at which the circulating ...
Vivian J. Zagarese +4 more
doaj +2 more sources
A Boosted Segmentation Method for Surgical Workflow Analysis [PDF]
, 2007 As demands on hospital efficiency increase, there is a stronger need for automatic analysis, recovery, and modification of surgical workflows. Even though most of the previous work has dealt with higher level and hospital-wide workflow including issues like document management, workflow is also an important issue within the surgery room.
Nicolas Padoy +5 more
openalex +8 more sources
Surgical Workflow Recognition: from Analysis of Challenges to Architectural Study [PDF]
ECCV Workshops, 2022 Algorithmic surgical workflow recognition is an ongoing research field and can be divided into laparoscopic (Internal) and operating room (External) analysis.
Tobias Czempiel +3 more
semanticscholar +1 more source
Quantification of surgical workflow during robotic proctectomy
The International Journal of Medical Robotics and Computer Assisted Surgery, 2023 Abstract Aim: Assessments of surgical workflow offer insight regarding procedure variability, case complexity and surgeon proficiency. We utilize an objective method to evaluate step-by-step workflow and step transitions during robotic proctectomy (RP). Methods: We annotated 31 RPs using a procedure-specific annotation card.
Mishal Gillani +8 more
openalex +5 more sources
Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis [PDF]
arXiv, 2018 For many applications in the field of computer assisted surgery, such as providing the position of a tumor, specifying the most probable tool required next by the surgeon or determining the remaining duration of surgery, methods for surgical workflow analysis are a prerequisite.
S. Bodenstedt +6 more
arxiv +2 more sources