Phase Segmentation Methods for an Automatic Surgical Workflow Analysis [PDF]
International Journal of Biomedical Imaging, 2017 In this paper, we present robust methods for automatically segmenting phases in a specified surgical workflow by using latent Dirichlet allocation (LDA) and hidden Markov model (HMM) approaches.
Dinh Tuan Tran +3 more
doaj +6 more sources
Impact of a digital surgical workflow including Digital Device Briefing Tool on morbidity and mortality in a patient population undergoing primary stapled colorectal anastomosis for benign or malignant colorectal disease: protocol for a multicentre prospective cohort study [PDF]
BMJ Open, 2023 Introduction With growing emphasis on surgical safety, it appears fundamental to assess the safety of colorectal resection involving primary stapled anastomosis.
Christian Krautz +9 more
doaj +4 more sources
Surgical workflow simulation for the design and assessment of operating room setups in orthopedic surgery [PDF]
BMC Medical Informatics and Decision Making, 2020 Background The design and internal layout of modern operating rooms (OR) are influencing the surgical team’s collaboration and communication, ergonomics, as well as intraoperative hygiene substantially.
Juliane Neumann +6 more
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Surgical workflow recognition with 3DCNN for Sleeve Gastrectomy. [PDF]
Int J Comput Assist Radiol Surg, 2021 Abstract Purpose Surgical workflow recognition is a crucial and challenging problem when building a computer-assisted surgery system. Current techniques focus on utilizing a convolutional neural network and a recurrent neural network (CNN–RNN) to solve the surgical workflow recognition problem.
Zhang B +4 more
europepmc +5 more sources
Convolutional-de-convolutional neural networks for recognition of surgical workflow [PDF]
Frontiers in Computational Neuroscience, 2022 Computer-assisted surgery (CAS) has occupied an important position in modern surgery, further stimulating the progress of methodology and technology.
Yu-wen Chen +4 more
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Semi-supervised spatio-temporal CNN for recognition of surgical workflow [PDF]
EURASIP Journal on Image and Video Processing, 2018 Robust and automated surgical workflow detection in real time is a core component of the future intelligent operating room. Based on this technology, it can help medical staff to automate and intelligently complete many routine activities during surgery.
Yuwen Chen, Qi Long Sun, Kunhua Zhong
doaj +2 more sources
Applied SciencesThe digitization of healthcare has enabled the application of advanced analytics, such as process mining and machine learning, to electronic health records (EHRs).
Ufuk Celik +2 more
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Augmented Reality to Improve Surgical Workflow in Minimally Invasive Transforaminal Lumbar Interbody Fusion – A Feasibility Study With Case Series [PDF]
Neurospine, 2022 Objective Minimally invasive transforaminal lumbar interbody fusion (MIS-TLIF) is a highly reproducible procedure for the fusion of spinal segments. We recently introduced the concept of “total navigation” to improve workflow and eliminate fluoroscopy ...
Fabian Sommer +9 more
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Developing a production workflow for 3D-printed temporal bone surgical simulators [PDF]
3D Printing in MedicineIntroduction 3D-printed temporal bone models enable the training and rehearsal of complex otological procedures. To date, there has been no consolidation of the literature regarding the developmental process of 3D-printed temporal bone models.
Andre Jing Yuen Ang +8 more
doaj +2 more sources
The surgical time-out: the relationship between perceptions of a safety-task anchor and surgical team workflow [PDF]
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
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