Military medicine
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Short response time is critical for future military medical operations in austere settings or remote areas. Such effective patient care at the point of injury can greatly benefit from the integration of semi-autonomous robotic systems. To achieve autonomy, robots would require massive libraries of maneuvers collected with the goal of training machine learning algorithms. Although this is attainable in controlled settings, obtaining surgical data in austere settings can be difficult. Hence, in this article, we present the Dexterous Surgical Skill (DESK) database for knowledge transfer between robots. The peg transfer task was selected as it is one of the six main tasks of laparoscopic training. In addition, we provide a machine learning framework to evaluate novel transfer learning methodologies on this database. ⋯ The results indicate that simulation can be used to augment training data to enhance the performance of learned models in real scenarios. This shows potential for the future use of surgical data from the operating room in deployable surgical robots in remote areas.
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The current model for treating behavioral health patients requires that providers and patients be in the same location for appointments. However, deploying warfighters present a challenge to this current model. Recent advances in technology make telehealth or virtual visits a viable option to replace the current model. This project leveraged mobile technology to see if performing tele-behavioral health visits presented a viable option to the current in-person model for future deployed warfighters. At the time of this publication, the authors note the current pandemic lends all the more urgency to the need for enhancing our video communication platforms for remote monitoring with the Military Health System. ⋯ It is technically feasible to provide desktop Video Tele-Conference capabilities from a .mil computer to a personal mobile device without compromising DoD security and information assurance requirements using future WebRTC systems. Approved ports, protocols, and system settings must be configured to accept both inbound and outbound, encrypted traffic to/from personal mobile devices to maintain consistent quality of service with all DoD networks. Of the current DoD WebRTC options, working with the DISA GVS Program Manager to expand services to support commercial mobile devices has the highest probability of future success.
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Zika virus (ZIKV) is a mild febrile illness generally transmitted via the bite of infected Aedes species mosquitoes, including Aedes aegypti, with the potential to cause neurological complications. Nearly 200 U.S. military installations are located within areas where Aedes mosquitos are found, putting thousands of personnel at risk for infection with ZIKV. This analysis aims to quantify the benefits of interventions, including vaccination, to decrease the risk of ZIKV on U.S. military installations. ⋯ Given the current vaccine, the model predicted that up to 92.8% of Zika cases occurring in deployment settings over a 10-year period could be prevented by adding vaccination to current low-level PPM. Combining vaccination with other interventions can reduce cases further. A location-specific cost-benefit analysis would be a valuable contribution to outbreak control policy as it could evaluate the economic impact of the interventions versus the reduced level of illness and downtime in this setting.
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Recent advancements in virtual environment (VE) technology and the increasing use of VEs for treatment are opening up possibilities for rehearsal in safe and rich environments. Research has shown that VEs can be used to treat individuals with posttraumatic stress disorder (PTSD), but little research has been done to suggest guidelines for creating an effective environment. The aim of this study was to determine the design of systems that would allow military veterans to rehearse potentially stressful events in a VE before having to step into the actual environment. This research evaluated the responses to six stimuli: startle sound, direct eye contact, horizontal movement across the visual field, social conflict, an abandoned item, and a crowded auditorium. Measures used included change in heart rate (ΔHR), change in subjective unit of discomfort scores, and participant behavior. ⋯ Findings imply that VEs other than virtual combat zones can elicit behavioral, emotional, and physiological responses in individuals with PTSD, and these types of environments should be further studied for use with veterans suffering from PTSD. In future studies, systems should include initial stimuli that can be configured to allow focus on specific past traumatic experiences. Stimuli should also include both a crowded room and a startle noise scenario.
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It is important to determine the local forces and moments across the entire cervical spine as dysfunctions such as spondylosis and acceleration-induced injuries are focused on specific levels/segments. The aims of the study were to determine the axial and shear forces and moments at each level under G-x accelerative loading for female and male spines. ⋯ All metrics reached their peaks earlier in female than male spines, representing a quicker loading in the female spine. Peak magnitudes were also lower in the female spines. Moments and axial forces varied differently compared to the shear forces in the female spine, suggesting that intersegmental loads vary nonuniformly. Effects of head inertia contributed to the greatest increase in axial force under this impact acceleration vector. Because female spines have a lower biomechanical tolerance to injury, female spines may be more vulnerable to injury under this load vector.