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Mass Casualty Incident Training in Immersive Virtual Reality: Quasi-Experimental Evaluation of Multimethod Performance Indicators.
J Med Internet Res
January 2025
Psychological Institute and Network Aging Research, Heidelberg University, Heidelberg, Germany.
Background: Immersive virtual reality (iVR) has emerged as a training method to prepare medical first responders (MFRs) for mass casualty incidents (MCIs) and disasters in a resource-efficient, flexible, and safe manner. However, systematic evaluations and validations of potential performance indicators for virtual MCI training are still lacking.
Objective: This study aimed to investigate whether different performance indicators based on visual attention, triage performance, and information transmission can be effectively extended to MCI training in iVR by testing if they can discriminate between different levels of expertise.
A safe-enhanced fully closed-loop artificial pancreas controller based on deep reinforcement learning.
PLoS One
January 2025
Institute of Visual Informatics, The National University of Malaysia (UKM), Bangi, Malaysia.
Patients with type 1 diabetes and their physicians have long desired a fully closed-loop artificial pancreas (AP) system that can alleviate the burden of blood glucose regulation. Although deep reinforcement learning (DRL) methods theoretically enable adaptive insulin dosing control, they face numerous challenges, including safety and training efficiency, which have hindered their clinical application. This paper proposes a safe and efficient adaptive insulin delivery controller based on DRL.
View Article and Find Full Text PDFComparison of stop-jump muscle synergies in amateur basketball players with and without asymptomatic patellar tendon abnormalities during simulated games.
Acta Bioeng Biomech
September 2024
Faculty of Sports Science, Ningbo University, Ningbo, China.
: Asymptomatic patellar tendon abnormality (APTA) is considered a precursor to patellar tendinopathy (PT), but its pathogenesis remains unclear, especially regarding changes in muscle coordination. Therefore, it is essential to explore the muscle synergy patterns in individuals with APTA. This study recorded sEMG data during stop-jump tasks in 8 APTA and 8 healthy amateur male basketball players in a simulated basketball game.
View Article and Find Full Text PDFAssessment of simulation training efficacy in improving microsurgical skills: a retrospective analysis.
Int J Surg
January 2025
Department of Orthopaedics, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Background: Microsurgery demands an intensive period of skill acquisition due to its inherent complexity. The development and implementation of innovative training methods are essential for enhancing microsurgical outcomes. This study aimed to evaluate the impact of a simulation training program on the clinical results of fingertip replantation surgeries.
View Article and Find Full Text PDFRelationship between disaster preparedness perception, self-efficacy, and psychological capital among Turkish nurses.
Int Nurs Rev
March 2025
Training Unit, Çanakkale Onsekiz Mart University Hospital, Çanakkale, Turkey.
Background: Although disasters continue to increase all over the world and international nursing organizations warn nurses to be ready for disasters, it is stated that the training of nurses for disasters is inadequate in Turkey as in many countries, and studies on this subject are limited AIM: This study aimed to explore the relationship between disaster preparedness perception, self-efficacy, and psychological capital among Turkish nurses.
Methods: This cross-sectional study was conducted with 270 nurses working at a university hospital in Turkey from May 2023 to December 2023.
Results: The mean Disaster Preparedness Perception Scale, General Self-Efficacy Scale, and Psychological Capital Questionnaire scores of the nurses were 73.
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