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Surgical Workflow Anticipation Using Instrument Interaction
International Conference on Medical Image Computing and Computer-Assisted Intervention, 2021Surgical workflow anticipation, including surgical instrument and phase anticipation, is essential for an intra-operative decision-support system. It deciphers the surgeon’s behaviors and the patient’s status to forecast surgical instrument and phase occurrence before they appear, providing support for instrument preparation and computer-assisted ...
Kun Yuan +3 more
semanticscholar +3 more sources
A Deep Architecture for Surgical Workflow Recognition with Edge Information
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019Real-time surgery workflow automatic detection as computer-assisted surgery systems has become an emerging trend due to improving patient safety during surgery.
Baolian Qi +4 more
semanticscholar +3 more sources
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.
Wenxi Yue +5 more
semanticscholar +1 more source
A novel approach to quantifying surgical workflow in robotic‐assisted lobectomy
The international journal of medical robotics + computer assisted surgery : MRCAS, 2023Understanding surgical workflow is critical for optimizing efficiencies and outcomes; however, most research evaluating workflow is impacted by observer subjectivity, limiting its reproducibility, scalability, and actionability.
Ariana Metchik +5 more
semanticscholar +1 more source
Impact of Language Discordance on Surgical Resident Workflow
Journal of Surgical Education, 2021To characterize the impact of language discordant patient encounters on resident workflow during morning rounds.The time required for a patient encounter was measured in a cohort of patients on an acute care and trauma service. Language concordance was recorded, and for language discordant encounters, a subset utilized a call-ahead strategy in order to
Craig Larsen +4 more
openaire +3 more sources
Statistical modeling and recognition of surgical workflow
Medical Image Analysis, 2012In this paper, we contribute to the development of context-aware operating rooms by introducing a novel approach to modeling and monitoring the workflow of surgical interventions. We first propose a new representation of interventions in terms of multidimensional time-series formed by synchronized signals acquired over time.
Padoy, Nicolas +5 more
openaire +6 more sources
Towards accurate surgical workflow recognition with convolutional networks and transformers
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021Recognising workflow phases from endoscopic surgical videos is crucial to deriving indicators that convey the quality, efficiency, outcome of the surgery, and offering insights into surgical team skills.
Bokai Zhang +7 more
semanticscholar +1 more source
Deriving DICOM surgical extensions from surgical workflows
SPIE Proceedings, 2007The generation, storage, transfer, and representation of image data in radiology are standardized by DICOM. To cover the needs of image guided surgery or computer assisted surgery in general one needs to handle patient information besides image data. A large number of objects must be defined in DICOM to address the needs of surgery.
Thomas Neumuth +4 more
openaire +2 more sources
Surgical Workflow Anticipation
2022As a non-robotic minimally invasive surgery, endoscopic surgery is one of the widely used surgeries for the medical domain to reduce the risk of infection, incisions, and the discomfort of the patient. The endoscopic surgery procedure, also named surgical workflow in this work, can be divided into different sub-phases. During the procedure, the surgeon
openaire +2 more sources