AIMC Topic: Operating Rooms

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Virtual reality operating room with AI guidance: design and validation of a fire scenario.

Surgical endoscopy Feb 18, 2020
BACKGROUND: Operating room (OR) fires are uncommon but disastrous events. Inappropriate handling of OR fires can result in injuries, even death. Aiming to simulate OR fire emergencies and effectively train clinicians to react appropriately, we have d...
Humans Artificial Intelligence Fires Validation Studies as Topic Operating Rooms Male Virtual Reality Female
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Artificial Intelligence: A New Tool in Operating Room Management. Role of Machine Learning Models in Operating Room Optimization.

Journal of medical systems Dec 10, 2019
We conducted a systematic review of literature to better understand the role of new technologies in the perioperative period; in particular we focus on the administrative and managerial Operating Room (OR) perspective. Studies conducted on adult (≥ 1...
Models, Organizational Efficiency, Organizational Operating Rooms Humans Machine Learning Appointments and Schedules Artificial Intelligence
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Artificial intelligence and robotics: a combination that is changing the operating room.

World journal of urology Nov 27, 2019
PURPOSE: The aim of the current narrative review was to summarize the available evidence in the literature on artificial intelligence (AI) methods that have been applied during robotic surgery.
Urologic Surgical Procedures Artificial Intelligence Robotic Surgical Procedures Operating Rooms Humans
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Fusing information from multiple 2D depth cameras for 3D human pose estimation in the operating room.

International journal of computer assisted radiology and surgery Aug 6, 2019
PURPOSE: For many years, deep convolutional neural networks have achieved state-of-the-art results on a wide variety of computer vision tasks. 3D human pose estimation makes no exception and results on public benchmarks are impressive. However, speci...
Equipment Design Lighting Operating Rooms Neural Networks, Computer Imaging, Three-Dimensional Humans Patient Positioning
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Robotic Systems in Operating Theaters: New Forms of Team-Machine Interaction in Health Care.

Methods of information in medicine Jul 23, 2019
BACKGROUND: Health information systems have developed rapidly and considerably during the last decades, taking advantage of many new technologies. Robots used in operating theaters represent an exceptional example of this trend. Yet, the more these s...
Humans Delivery of Health Care Robotics Artificial Intelligence Medical Informatics Operating Rooms
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Improving Operating Room Efficiency: Machine Learning Approach to Predict Case-Time Duration.

Journal of the American College of Surgeons Jul 13, 2019
BACKGROUND: Accurate estimation of operative case-time duration is critical for optimizing operating room use. Current estimates are inaccurate and earlier models include data not available at the time of scheduling. Our objective was to develop stat...
Linear Models Operating Rooms Models, Organizational Operative Time Efficiency, Organizational Young Adult Adult Middle Aged Adolescent Male Female Aged Aged, 80 and over Algorithms Retrospective Studies Humans Machine Learning
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Automatic annotation of surgical activities using virtual reality environments.

International journal of computer assisted radiology and surgery Jun 8, 2019
PURPOSE: Annotation of surgical activities becomes increasingly important for many recent applications such as surgical workflow analysis, surgical situation awareness, and the design of the operating room of the future, especially to train machine l...
Surgery, Computer-Assisted Operating Rooms Humans Virtual Reality Machine Learning Reproducibility of Results Models, Anatomic
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Is artificial intelligence (AI) at the doorstep of Intensive Care Units (ICU) and operating room (OR)?

Anaesthesia, critical care & pain medicine May 15, 2019
Humans Artificial Intelligence Critical Care Operating Rooms Intraoperative Care Intensive Care Units
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Toward versatile cooperative surgical robotics: a review and future challenges.

International journal of computer assisted radiology and surgery Mar 4, 2019
PURPOSE: Surgical robotics has developed throughout the past 30 years resulting in more than 5000 different approaches proposed for various surgical disciplines supporting different surgical task sequences and differing ways of human-machine cooperat...
Robotic Surgical Procedures General Surgery Operating Rooms Humans Robotics
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Machine Learning Can Improve Estimation of Surgical Case Duration: A Pilot Study.

Journal of medical systems Jan 17, 2019
Operating room (OR) utilization is a significant determinant of hospital profitability. One aspect of this is surgical scheduling, which depends on accurate predictions of case duration. This has been done historically by either the surgeon based on ...
Preoperative Period Operating Rooms Body Weights and Measures Sex Factors Efficiency, Organizational Time Factors Socioeconomic Factors Algorithms Operative Time Age Factors Electronic Health Records Appointments and Schedules Pilot Projects Humans Machine Learning
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