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Cascade Multi-Level Transformer Network for Surgical Workflow Analysis
IEEE Transactions on Medical Imaging, 2023Surgical workflow analysis aims to recognise surgical phases from untrimmed surgical videos. It is an integral component for enabling context-aware computer-aided surgical operating systems. Many deep learning-based methods have been developed for this task.
Wenxi Yue +5 more
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Ergonomics, 2023
Surgical team members in perioperative environments experience high physical demands. Interventions such as exoskeletons, external wearable devices that support users, have the potential to reduce these work-related physical demands. However, barriers such as workplace environment and task compatibility may limit exoskeleton implementation.
Alec, Gonzales +5 more
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Surgical team members in perioperative environments experience high physical demands. Interventions such as exoskeletons, external wearable devices that support users, have the potential to reduce these work-related physical demands. However, barriers such as workplace environment and task compatibility may limit exoskeleton implementation.
Alec, Gonzales +5 more
openaire +2 more sources
Deep Learning in Surgical Workflow Analysis: A review
2022<p>This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible</p> <p><br></p> <p><br></p> <p><em>Objective</em>: In the last two decades, there has been a growing interest in ...
Seung Hee Yang +5 more
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Online time and resource management based on surgical workflow time series analysis
International Journal of Computer Assisted Radiology and Surgery, 2016Hospitals' effectiveness and efficiency can be enhanced by automating the resource and time management of the most cost-intensive unit in the hospital: the operating room (OR). The key elements required for the ideal organization of hospital staff and technical resources (such as instruments in the OR) are an exact online forecast of both the surgeon's
M, Maktabi, T, Neumuth
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World Neurosurgery, 2023
The exoscope has been proposed as a valid tool in 5-aminolevulinic acid-guided resection of high-grade gliomas. However, it is not clear if, beyond ergonomics, the exoscope provides a real benefit over the optical microscope (OM). The aim of this study was to compare the exoscope with the OM in terms of surgical visualization and workflow in 5 ...
Della Pepa G. M. +5 more
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The exoscope has been proposed as a valid tool in 5-aminolevulinic acid-guided resection of high-grade gliomas. However, it is not clear if, beyond ergonomics, the exoscope provides a real benefit over the optical microscope (OM). The aim of this study was to compare the exoscope with the OM in terms of surgical visualization and workflow in 5 ...
Della Pepa G. M. +5 more
openaire +2 more sources
Journal of Neurological Surgery Part A: Central European Neurosurgery, 2016
Background Intraoperative imaging in low-grade glioma (LGG) surgery can facilitate residual tumor control and improve surgical outcome. The aim of the study was to evaluate the ideal application and typical interactions of intraoperative MRI (iMRI), conventional low-frequency intraoperative ultrasound (cioUS), and high-frequency linear array ...
Thomas Ernst, Lothes +4 more
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Background Intraoperative imaging in low-grade glioma (LGG) surgery can facilitate residual tumor control and improve surgical outcome. The aim of the study was to evaluate the ideal application and typical interactions of intraoperative MRI (iMRI), conventional low-frequency intraoperative ultrasound (cioUS), and high-frequency linear array ...
Thomas Ernst, Lothes +4 more
openaire +2 more sources
Random Forests for Phase Detection in Surgical Workflow Analysis
2014Identifying and recognizing the workflow of surgical interventions is a field of growing interest. Several methods have been developed to identify intra-operative activities, detect common phases in the surgical workflow and combine the gained knowledge into Surgical Process Models.
Ralf Stauder +6 more
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