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Journal articles on the topic 'Surgical workflow'

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1

Mobbs, Ralph J., Andrew Lennox, Prashanth J. Rao, Kevin Phan, and Wen Jie Choy. "Surgical workflow technique." ASVIDE 4 (June 2017): 265. http://dx.doi.org/10.21037/asvide.2017.265.

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Tran, Dinh Tuan, Ryuhei Sakurai, Hirotake Yamazoe, and Joo-Ho Lee. "Phase Segmentation Methods for an Automatic Surgical Workflow Analysis." International Journal of Biomedical Imaging 2017 (2017): 1–17. http://dx.doi.org/10.1155/2017/1985796.

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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. More specifically, our goal is to output an appropriate phase label for each given time point of a surgical workflow in an operating room. The fundamental idea behind our work lies in constructing an HMM based on observed values obtained via an LDA topic model covering optical flow motion features of general working contexts, including medical staff, equipment, and materials. We have an awareness of su
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3

Luo, Nana, Atsushi Nara, and Kiyoshi Izumi. "An Interaction-Based Bayesian Network Framework for Surgical Workflow Segmentation." International Journal of Environmental Research and Public Health 18, no. 12 (2021): 6401. http://dx.doi.org/10.3390/ijerph18126401.

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Recognizing and segmenting surgical workflow is important for assessing surgical skills as well as hospital effectiveness, and plays a crucial role in maintaining and improving surgical and healthcare systems. Most evidence supporting this remains signal-, video-, and/or image-based. Furthermore, casual evidence of the interaction between surgical staff remains challenging to gather and is largely absent. Here, we collected the real-time movement data of the surgical staff during a neurosurgery to explore cooperation networks among different surgical roles, namely surgeon, assistant nurse, scr
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Sobczak, Barbara, and Piotr Majewski. "An Integrated Fully Digital Prosthetic Workflow for the Immediate Full-Arch Restoration of Edentulous Patients—A Case Report." International Journal of Environmental Research and Public Health 19, no. 7 (2022): 4126. http://dx.doi.org/10.3390/ijerph19074126.

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Digital prosthetic workflows may significantly increase the efficiency and predictability of the immediate rehabilitation of implant-supported fixed complete dentures. Advanced digital prosthetic workflows require exact and detailed virtual planning models. The direct generation of these models via direct digital impressions remains technique sensitive and demanding. This report illustrates an advanced digital workflow for accurate and efficient immediate full-arch restoration, with an aesthetically and anatomically adapted natural tooth-like prosthesis. The workflow application to fully edent
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Liebmann, P., P. Wiedemann, J. Meixensberger, and T. Neumuth. "Surgical Workflow Management Schemata for Cataract Procedures." Methods of Information in Medicine 51, no. 05 (2012): 371–82. http://dx.doi.org/10.3414/me11-01-0093.

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SummaryObjective: Workflow guidance of surgical activities is a challenging task. Because of variations in patient properties and applied surgical techniques, surgical processes have a high variability. The objective of this study was the design and implementation of a surgical workflow management system (SWFMS) that can provide a robust guidance for surgical activities. We investigated how many surgical process models are needed to develop a SWFMS that can guide cataract surgeries robustly.Methods: We used 100 cases of cataract surgeries and acquired patient-individual surgical process models
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Huaulmé, Arnaud, Duygu Sarikaya, Kévin Le Mut, et al. "MIcro-surgical anastomose workflow recognition challenge report." Computer Methods and Programs in Biomedicine 212 (November 2021): 106452. http://dx.doi.org/10.1016/j.cmpb.2021.106452.

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Zaika, Oleksiy, Mel Boulton, Roy Eagleson, and Sandrine de Ribaupierre. "Surgical Workflow Analysis in Cerebral Aneurysm Coiling." FASEB Journal 34, S1 (2020): 1. http://dx.doi.org/10.1096/fasebj.2020.34.s1.08691.

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8

Tseng, Chih-En, Chin-Lon Lin, Shi-Shie Huang, Kuan-Chung Lin, Shu-Mei Chang, and Sou-Hsin Chien. "Computer-aided Monitoring of Surgical Pathology Workflow." Tzu Chi Medical Journal 21, no. 2 (2009): 140–46. http://dx.doi.org/10.1016/s1016-3190(09)60026-4.

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9

Padoy, Nicolas, Tobias Blum, Seyed-Ahmad Ahmadi, Hubertus Feussner, Marie-Odile Berger, and Nassir Navab. "Statistical modeling and recognition of surgical workflow." Medical Image Analysis 16, no. 3 (2012): 632–41. http://dx.doi.org/10.1016/j.media.2010.10.001.

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10

Silver, David S., Alan D. Kaye, Elyse M. Cornett, Charles Fox, and Douglas P. Slakey. "Disruptions in Surgical Workflow: Perceptions and Implications." Journal of the American College of Surgeons 225, no. 4 (2017): e108. http://dx.doi.org/10.1016/j.jamcollsurg.2017.07.816.

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11

Fowler, Patricia H., Janet Craig, Lawrence D. Fredendall, and Uzay Damali. "Perioperative Workflow: Barriers to Efficiency, Risks, and Satisfaction." AORN Journal 87, no. 1 (2008): 187–208. http://dx.doi.org/10.1016/j.aorn.2007.07.001.

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12

Zhang, Yitong, Sophia Bano, Ann-Sophie Page, Jan Deprest, Danail Stoyanov, and Francisco Vasconcelos. "Large-scale surgical workflow segmentation for laparoscopic sacrocolpopexy." International Journal of Computer Assisted Radiology and Surgery 17, no. 3 (2022): 467–77. http://dx.doi.org/10.1007/s11548-021-02544-5.

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Abstract Purpose Laparoscopic sacrocolpopexy is the gold standard procedure for the management of vaginal vault prolapse. Studying surgical skills and different approaches to this procedure requires an analysis at the level of each of its individual phases, thus motivating investigation of automated surgical workflow for expediting this research. Phase durations in this procedure are significantly larger and more variable than commonly available benchmarks such as Cholec80, and we assess these differences. Methodology We introduce sequence-to-sequence (seq2seq) models for coarse-level phase se
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13

Goodacre, Brian J. "Digital workflow for 3D printed implant surgical guides." Journal of Prosthetic Dentistry 127, no. 2 (2022): 205. http://dx.doi.org/10.1016/j.prosdent.2022.01.002.

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14

Ushaa, Eswaran, and Eswaran Vishal. "Augmented reality and virtual reality technologies in surgical operating systems." i-manager's Journal on Augmented & Virtual Reality 1, no. 1 (2023): 9. http://dx.doi.org/10.26634/javr.1.1.20052.

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Augmented Reality (AR) and Virtual Reality (VR) technologies have been used to transform surgical operating systems by enhancing visualization, preoperative planning, intraoperative navigation, and surgical training. AR and VR are simulated imaging tools used in surgery. Using 2D and 3D image rendering from VR/AR tools, surgeons can mimic real surgical procedures and anatomy, thereby boosting preparedness and efficiency in the operating room. However, validity, cost, training requirements, and ethical concerns remain. This study provided a comprehensive review of AR/VR applications across surg
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15

Allen, George. "Reorganizing surgical workflow; perceptions of surgical errors; patient safety; postdischarge unplanned admissions." AORN Journal 84, no. 3 (2006): 493–500. http://dx.doi.org/10.1016/s0001-2092(06)63926-4.

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16

Sabelis, Juliana F., Ruud Schreurs, Harald Essig, Alfred G. Becking, and Leander Dubois. "Personalized Medicine Workflow in Post-Traumatic Orbital Reconstruction." Journal of Personalized Medicine 12, no. 9 (2022): 1366. http://dx.doi.org/10.3390/jpm12091366.

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Restoration of the orbit is the first and most predictable step in the surgical treatment of orbital fractures. Orbital reconstruction is keyhole surgery performed in a confined space. A technology-supported workflow called computer-assisted surgery (CAS) has become the standard for complex orbital traumatology in many hospitals. CAS technology has catalyzed the incorporation of personalized medicine in orbital reconstruction. The complete workflow consists of diagnostics, planning, surgery and evaluation. Advanced diagnostics and virtual surgical planning are techniques utilized in the preope
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17

Olson, Team Leaders: Susan, Terri Lakich, Nathan Matejczyk, et al. "Managing PACU Workflow on the Integrated Procedural Platform (IPP)." Journal of PeriAnesthesia Nursing 36, no. 4 (2021): e12. http://dx.doi.org/10.1016/j.jopan.2021.06.039.

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18

Men, Yutao, Zixian Zhao, Wei Chen, et al. "Research on workflow recognition for liver rupture repair surgery." Mathematical Biosciences and Engineering 21, no. 2 (2024): 1844–56. http://dx.doi.org/10.3934/mbe.2024080.

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<abstract> <p>Liver rupture repair surgery serves as one tool to treat liver rupture, especially beneficial for cases of mild liver rupture hemorrhage. Liver rupture can catalyze critical conditions such as hemorrhage and shock. Surgical workflow recognition in liver rupture repair surgery videos presents a significant task aimed at reducing surgical mistakes and enhancing the quality of surgeries conducted by surgeons. A liver rupture repair simulation surgical dataset is proposed in this paper which consists of 45 videos collaboratively completed by nine surgeons. Furthermore, an
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19

Nagy, Dénes Ákos, Tamás Dániel Nagy, Renáta Elek, Imre J. Rudas, and Tamás Haidegger. "Ontology-Based Surgical Subtask Automation, Automating Blunt Dissection." Journal of Medical Robotics Research 03, no. 03n04 (2018): 1841005. http://dx.doi.org/10.1142/s2424905x18410052.

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Automation of surgical processes (SPs) is an utterly complex, yet highly demanded feature by medical experts. Currently, surgical tools with advanced sensory and diagnostic capabilities are only available. A major criticism towards the newly developed instruments that they are not fitting into the existing medical workflow often creating more annoyance than benefit for the surgeon. The first step in achieving streamlined integration of computer technologies is gaining a better understanding of the SP. Surgical ontologies provide a generic platform for describing elements of the surgical proced
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20

Neumuth, Thomas. "Surgical process modeling." Innovative Surgical Sciences 2, no. 3 (2017): 123–37. http://dx.doi.org/10.1515/iss-2017-0005.

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AbstractDue to the rapidly evolving medical, technological, and technical possibilities, surgical procedures are becoming more and more complex. On the one hand, this offers an increasing number of advantages for patients, such as enhanced patient safety, minimal invasive interventions, and less medical malpractices. On the other hand, it also heightens pressure on surgeons and other clinical staff and has brought about a new policy in hospitals, which must rely on a great number of economic, social, psychological, qualitative, practical, and technological resources. As a result, medical disci
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21

Wang, Jiayun, Sabine Baumgarten, Frederic Balcewicz, Sandra Johnen, Peter Walter, and Tibor Lohmann. "A workflow to visualize vertebrate eyes in 3D." PLOS ONE 18, no. 8 (2023): e0290420. http://dx.doi.org/10.1371/journal.pone.0290420.

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Purpose To establish a workflow to visualize the surgical anatomy in 3D based on histological data of eyes of experimental animals for improving the planning of complex surgical procedures. Methods Four C57BL/6J wild-type(wt) mouse eyes, three Brown Norway rat eyes and four Chinchilla Bastard rabbit eyes were enucleated and processed for standard histology with serial sections and hematoxylin and eosin staining. Image stacks were processed to obtain a representation of the eye anatomy in 3D. In addition, virtual image stacks and 3D point clouds were generated by processing sagittal sections of
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22

Nakamura, Ryoichi, Tomoaki Aizawa, Yoshihiro Muragaki, Takashi Maruyama, and Hiroshi Iseki. "Automatic Surgical Workflow Estimation Method for Brain Tumor Resection Using Surgical Navigation Information." Journal of Robotics and Mechatronics 24, no. 5 (2012): 791–801. http://dx.doi.org/10.20965/jrm.2012.p0791.

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It has been acknowledged as a problem in recent years that surgery has become complex due to medical system updating. To respond to the increasing demand for making surgery more optimal and efficient, studies on surgical process analysis have attracted attention. Automatic estimation technology is necessary for accurate and efficient process analysis. With a focus on this problem, we have studied technologies on the automatic estimation of surgical processes. In this study, we develop an automatic estimationmethod for a chosen surgical process on the basis of information obtained from a surgic
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23

Wiegmann, Douglas A., and Thoralf M. Sundt. "Workflow disruptions and surgical performance: past, present and future." BMJ Quality & Safety 28, no. 4 (2019): 260–62. http://dx.doi.org/10.1136/bmjqs-2018-008670.

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24

Franke, Stefan, Jürgen Meixensberger, and Thomas Neumuth. "Multi-perspective workflow modeling for online surgical situation models." Journal of Biomedical Informatics 54 (April 2015): 158–66. http://dx.doi.org/10.1016/j.jbi.2015.02.005.

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25

Suárez, C., B. Acha, C. Serrano, C. Parra, and T. Gómez. "VirSSPA- A virtual reality tool for surgical planning workflow." International Journal of Computer Assisted Radiology and Surgery 4, no. 2 (2009): 133–39. http://dx.doi.org/10.1007/s11548-009-0284-3.

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26

Gonzalez-Perez, L. M., B. Gonzalez-Perez-Somarriba, G. Centeno, C. Vallellano, A. M. Ramos, and J. J. Egea-Guerrero. "Prosthesis loading, biomaterials and surgical workflow in temporomandibular replacement." International Journal of Oral and Maxillofacial Surgery 46 (March 2017): 357–58. http://dx.doi.org/10.1016/j.ijom.2017.02.1204.

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27

Nakawala, Hirenkumar, Roberto Bianchi, Laura Erica Pescatori, Ottavio De Cobelli, Giancarlo Ferrigno, and Elena De Momi. "“Deep-Onto” network for surgical workflow and context recognition." International Journal of Computer Assisted Radiology and Surgery 14, no. 4 (2018): 685–96. http://dx.doi.org/10.1007/s11548-018-1882-8.

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28

Bahlman, Deborah Tuke, and Fay C. Johnson. "Using Technology to Improve and Support Communication and Workflow Processes." AORN Journal 82, no. 1 (2005): 65–73. http://dx.doi.org/10.1016/s0001-2092(06)60301-3.

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29

Bansal, Varun V., Daniel Kim, Biren Reddy, et al. "Early Integrated Palliative Care Within a Surgical Oncology Clinic." JAMA Network Open 6, no. 11 (2023): e2341928. http://dx.doi.org/10.1001/jamanetworkopen.2023.41928.

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ImportanceAdvance directive (AD) designation is an important component of advance care planning (ACP) that helps align care with patient goals. However, it is underutilized in high-risk surgical patients with cancer, and multiple barriers contribute to the low AD designation rates in this population.ObjectiveTo assess the association of early palliative care integration with changes in AD designation among patients with cancer who underwent surgery.Design, Setting, and ParticipantsThis cohort study was a retrospective analysis of a prospectively maintained registry of adult patients who underw
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Neumann, Juliane, and Thomas Neumuth. "Towards a framework for standardized semantic workflow modeling and management in the surgical domain." Current Directions in Biomedical Engineering 1, no. 1 (2015): 172–75. http://dx.doi.org/10.1515/cdbme-2015-0043.

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AbstractAn essential aspect for workflow management support in operating room environments is the description and visualization of the underlying processes and activities in a machine readable format as Surgical Process Models (SPM). However, the process models often vary in terms of granularity, naming and representation of process elements and their modeling structure. The aim of this paper is to present a new methodology for standardized semantic workflow modeling and a framework for semantic work-flow execution and management in the surgical domain.
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Franke, Stefan, and Thomas Neumuth. "Towards structuring contextual information for workflow-driven surgical assistance functionalities." Current Directions in Biomedical Engineering 1, no. 1 (2015): 168–71. http://dx.doi.org/10.1515/cdbme-2015-0042.

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AbstractA workflow-driven cooperative working environment needs to be established in order to successfully unburden the surgeon and the OR staff from technical configuration and information-seeking tasks. An important prerequisite for autonomous situationaware adaptation of medical devices is a comprehensive representation of the operating context regarding the surgical process and situation.We propose a hierarchical structuring of process-related and situation-related information entities and include assessment scores that intraoperative workflow information systems may provide via OR network
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32

Mittelstein, David, Jiahan Deng, Rachel Kohan, Mojdeh Sadeghi, Jean-Michel Maarek, and Gabriel Zada. "Novel technique of a multifunctional electrosurgical system for minimally invasive surgery." Journal of Neurosurgery 126, no. 3 (2017): 997–1002. http://dx.doi.org/10.3171/2016.2.jns15763.

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Bipolar electrosurgery in the minimally invasive endoscopic surgery theater has been traditionally limited to the use of standard bipolar forceps, which are minimally versatile, have a limited range of motion, and are associated with visualization and handling constraints. The authors designed a novel surgical device system in which commonly used surgical instruments (suction, microscissors, micrograspers, and dissectors) co-function as individually insulated and modular electrodes for bipolar electrosurgery. In this feasibility study, the successful use of these prototypes in endonasal endosc
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33

Joseph, Anjali, David Neyens, Sahar Mihandoust, et al. "Impact of Surgical Table Orientation on Flow Disruptions and Movement Patterns during Pediatric Outpatient Surgeries." International Journal of Environmental Research and Public Health 18, no. 15 (2021): 8114. http://dx.doi.org/10.3390/ijerph18158114.

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(1) Background: The surgical table within a typical ambulatory surgery operating room is frequently rotated and placed in different orientations to facilitate surgery or in response to surgeon preferences. However, different surgical table orientations can impact access to different work zones, areas and equipment in the OR, potentially impacting workflow of surgical team members and creating patient safety risks; (2) Methods: This quantitative observational study used a convenience sample of 38 video recordings of the intraoperative phase of pediatric outpatient surgeries to study the impacts
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34

Asensio-Salazar, Javier, Alvaro Rivero Calle, Eduardo Olavarría Montes, et al. "In-and-out Technique: An In-house Efficient Predictive Hole Fabrication Workflow." Plastic and Reconstructive Surgery - Global Open 12, no. 4 (2024): e5702. http://dx.doi.org/10.1097/gox.0000000000005702.

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Summary: Virtual surgical planning (VSP) and three-dimensional (3D) printing can increase precision and reduce surgical time in craniofacial reconstruction. However, the elevated cost and manufacturing time of outsourced workflows is increasing the development of in-house solutions. One of the main challenges in in-house workflows is to create cutting guides that hold plate position information. This is due to the fact that hospitals usually lack the infrastructure required to design and 3D print custom-made plates. Including plate-positioning information in resection guides is especially rele
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Lujan, Giovani, Zaibo Li, and Anil V. Parwani. "Challenges in implementing a digital pathology workflow in surgical pathology." Human Pathology Reports 29 (September 2022): 300673. http://dx.doi.org/10.1016/j.hpr.2022.300673.

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36

Mohamadipanah, Hossein, LaDonna Kearse, Anna Witt, et al. "Can Deep Learning Algorithms Help Identify Surgical Workflow and Techniques?" Journal of Surgical Research 268 (December 2021): 318–25. http://dx.doi.org/10.1016/j.jss.2021.07.003.

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37

McMahon, Maxwell, Katherine Ott, Jonathan Vacek, et al. "Urgent vs Emergent Surgical Workflow for Acute Appendicitis in Children." Journal of the American College of Surgeons 233, no. 5 (2021): S194. http://dx.doi.org/10.1016/j.jamcollsurg.2021.07.394.

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38

Manjunathan, Abhishek, Sonali Gupta, Courtney Kein, Shirley Yang, Alyssa Mazurek, and Rishindra M. Reddy. "A Streamlined Preoperative Surgical Oncology Clinic Workflow Reduces Patient Burden." Journal of Surgical Research 251 (July 2020): 146–51. http://dx.doi.org/10.1016/j.jss.2019.12.035.

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39

Liebmann, Philipp, Jürgen Meixensberger, Peter Wiedemann, and Thomas Neumuth. "The impact of missing sensor information on surgical workflow management." International Journal of Computer Assisted Radiology and Surgery 8, no. 5 (2013): 867–75. http://dx.doi.org/10.1007/s11548-013-0824-8.

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40

George, Elizabeth L., and Shipra Arya. "The Importance of Incorporating Frailty Screening Into Surgical Clinical Workflow." JAMA Network Open 2, no. 5 (2019): e193538. http://dx.doi.org/10.1001/jamanetworkopen.2019.3538.

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41

Bodenstedt, Sebastian, Dominik Rivoir, Alexander Jenke, et al. "Active learning using deep Bayesian networks for surgical workflow analysis." International Journal of Computer Assisted Radiology and Surgery 14, no. 6 (2019): 1079–87. http://dx.doi.org/10.1007/s11548-019-01963-9.

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42

Cantarella, Daniele, Vincenzo Quinzi, Lorena Karanxha, Paolo Zanata, Gianpaolo Savio, and Massimo Del Fabbro. "Digital Workflow for 3D Design and Additive Manufacturing of a New Miniscrew-Supported Appliance for Orthodontic Tooth Movement." Applied Sciences 11, no. 3 (2021): 928. http://dx.doi.org/10.3390/app11030928.

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The introduction of digital workflows and their combination with miniscrew assisted appliances has opened new and enthusiastic perspectives in modern orthodontics. However, in all digital workflows currently in use for orthodontic tooth movement, the miniscrews are inserted first in the maxillary bone, often by means of a surgical guide, and then the appliance is fabricated and secured over the miniscrews with different fixation mechanisms. By doing so, some adaptation problems can be encountered while securing the appliance over the miniscrews, and the chairside time required can therefore be
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43

Filer, Heidi M., Brooke L. Beringuel, Kathleen M. Frato, and Mary K. Anthony. "Interruptions in Preanesthesia Nursing Workflow: A Pilot Study of Pediatric Patient Safety." Journal of PeriAnesthesia Nursing 28, no. 3 (2013): e42-e43. http://dx.doi.org/10.1016/j.jopan.2013.04.125.

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Filer, Heidi M., Brooke L. Beringuel, Kathleen M. Frato, Mary K. Anthony, and Pimpanitta Saenyakul. "Interruptions in Preanesthesia Nursing Workflow: A Pilot Study of Pediatric Patient Safety." Journal of PeriAnesthesia Nursing 32, no. 2 (2017): 112–20. http://dx.doi.org/10.1016/j.jopan.2015.01.016.

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45

Philipp, Markus, Anna Alperovich, Alexander Lisogorov, et al. "Annotation-efficient learning of surgical instrument activity in neurosurgery." Current Directions in Biomedical Engineering 8, no. 1 (2022): 30–33. http://dx.doi.org/10.1515/cdbme-2022-0008.

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Abstract Machine learning-based solutions rely heavily on the quality and quantity of the training data. In the medical domain, the main challenge is to acquire rich and diverse annotated datasets for training. We propose to decrease the annotation efforts and further diversify the dataset by introducing an annotation-efficient learning workflow. Instead of costly pixel-level annotation, we require only image-level labels as the remainder is covered by simulation. Thus, we obtain a large-scale dataset with realistic images and accurate ground truth annotations. We use this dataset for the inst
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46

Risse, Lena, and Gunter Kullmer. "Application of engineering methods in the planning process of surgical treatments." Journal of 3D Printing in Medicine 5, no. 2 (2021): 111–21. http://dx.doi.org/10.2217/3dp-2020-0020.

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The continuous development of medical methods in recent decades has achieved measurable improvement. The interdisciplinary cooperation of engineers and physicians is a forward-looking component of this development. However, this cooperation also results in new interfaces on the communication and software level, which must be defined by implementing a systematic workflow. In this paper, the step-by-step implementation of engineering methods into the surgical workflow is shown. The focus is on the basic requirements and the necessary exchange of information. Additively manufactured models for pr
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47

Sándor, GeorgeK, Jan Wolf, and Péter Bujtár. "Three-dimensional computer-aided surgical workflow to aid in reconstruction: From diagnosis to surgical treatment." Annals of Maxillofacial Surgery 4, no. 2 (2014): 128. http://dx.doi.org/10.4103/2231-0746.147092.

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48

Vyas, Krishna, Marissa Suchyta, Waleed Gibreel, et al. "Virtual Surgical Planning and 3D-Printed Surgical Guides in Facial Allotransplantation." Seminars in Plastic Surgery 36, no. 03 (2022): 199–208. http://dx.doi.org/10.1055/s-0042-1756452.

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AbstractThe complex three-dimensional (3D) anatomy in facial allotransplantation creates a unique challenge for surgical reconstruction. Evolution of virtual surgical planning (VSP) through computer-aided design and computer-aided manufacturing has advanced reconstructive outcomes for many craniomaxillofacial indications. Surgeons use VSP, 3D models, and surgical guides to analyze and to trial surgical approaches even prior to entering the operating room. This workflow allows the surgeon to plan osteotomies and to anticipate challenges, which improves surgical precision and accuracy, optimizes
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Desroches, Joannie, Audrey Laurence, Michael Jermyn, et al. "Raman spectroscopy in microsurgery: impact of operating microscope illumination sources on data quality and tissue classification." Analyst 142, no. 8 (2017): 1185–91. http://dx.doi.org/10.1039/c6an02061e.

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50

Rockstroh, Max, Stefan Franke, and Thomas Neumuth. "Closed-loop approach for situation awareness of medical devices and operating room infrastructure." Current Directions in Biomedical Engineering 1, no. 1 (2015): 176–79. http://dx.doi.org/10.1515/cdbme-2015-0044.

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AbstractIn recent years, approaches for information and control integration in the digital operating room have emerged. A major step towards an intelligent operating room and a cooperative technical environment would be autonomous adaptation of medical devices and systems to the surgical workflow. The OR staff should be freed from information seeking and maintenance tasks. We propose a closed-loop concept integrating workflow monitoring, processing and (semi-)automatic interaction to bridge the gap between OR integration of medical devices and workflow-related information management.Four steps
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