AIMC Topic: Simulation Training
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Artificial Intelligence in Medical Education: Best Practices Using Machine Learning to Assess Surgical Expertise in Virtual Reality Simulation.
Journal of surgical education
Jun 13, 2019
OBJECTIVE: Virtual reality simulators track all movements and forces of simulated instruments, generating enormous datasets which can be further analyzed with machine learning algorithms. These advancements may increase the understanding, assessment ...
Development and Validation of a Bayesian Network Method to Detect External Beam Radiation Therapy Physician Order Errors.
International journal of radiation oncology, biology, physics
May 31, 2019
PURPOSE: To investigate a Bayesian network (BN)-based method to detect errors in external beam radiation therapy physician orders.
Neoplasms
Cohort Studies
ROC Curve
Bayes Theorem
Radiologists
Humans
Neural Networks, Computer
Algorithms
Simulation Training
Medical Errors
Radiotherapy Setup Errors
Technology, Radiologic
Radiotherapy Dosage
Radiotherapy Planning, Computer-Assisted
Organ Specificity
Datasets as Topic
Dose Fractionation, Radiation
False Negative Reactions
Radiotherapy, Image-Guided
False Positive Reactions
MCRDR Knowledge-Based 3D Dialogue Simulation in Clinical Training and Assessment.
Journal of medical systems
May 23, 2019
Dialogue-based simulation is a real-world practice technique for medical and clinical education that provides students with an opportunity to train using hands-on experiences without putting actual patients being put at risk. In this paper, a 3D inte...
DrKnow: A Diagnostic Learning Tool with Feedback from Automated Clinical Decision Support.
AMIA ... Annual Symposium proceedings. AMIA Symposium
Dec 5, 2018
Providing medical trainees with effective feedback is critical to the successful development of their diagnostic reasoning skills. We present the design of DrKnow, a web-based learning application that utilises a clinical decision support system (CDS...
Self-debriefing Model Based on an Integrated Video-Capture System: An Efficient Solution to Skill Degradation.
Journal of surgical education
Oct 4, 2018
OBJECTIVE: Video-based teaching is considered highly effective in debriefing, especially in minimally invasive surgeries. In this study, the benefits of using a new integrated video recording system, were investigated and compared to those of the sta...
Development of a novel humanoid-robot simulator for endoscope with pharyngeal reflex and real-life responses.
Digestive endoscopy : official journal of the Japan Gastroenterological Endoscopy Society
Jun 7, 2018
Implementing assessments of robot-assisted technical skill in urological education: a systematic review and synthesis of the validity evidence.
BJU international
Apr 24, 2018
OBJECTIVES: To systematically review and synthesise the validity evidence supporting intraoperative and simulation-based assessments of technical skill in urological robot-assisted surgery (RAS), and make evidence-based recommendations for the implem...
Investigating the Effect of Simulator Functional Fidelity and Personalized Feedback on Central Venous Catheterization Training.
Journal of surgical education
Mar 21, 2018
OBJECTIVE: To compare the effect of simulator functional fidelity (manikin vs a Dynamic Haptic Robotic Trainer [DHRT]) and personalized feedback on surgical resident self-efficacy and self-ratings of performance during ultrasound-guided internal jugu...
Performance metrics for guidance active constraints in surgical robotics.
The international journal of medical robotics + computer assisted surgery : MRCAS
Nov 28, 2017
Active constraint (AC)/virtual fixture (VF) is among the most popular approaches towards the shared execution of subtasks by the surgeon and robotic systems. As more possibilities appear for the implementation of ACs in surgical scenarios, the need t...
Educational effects using a robot patient simulation system for development of clinical attitude.
European journal of dental education : official journal of the Association for Dental Education in Europe
Nov 1, 2017
INTRODUCTION: The aim of this study was to assess the effectiveness of improving the attitude of dental students towards the use of a full-body patient simulation system (SIMROID) compared to the traditional mannequin (CLINSIM) for dental clinical ed...
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