Projects
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![Graphic showing a military servicemember on the left and a full hospital scenario on the right.](/sites/default/files/styles/list/public/project/image/2024-07/Multimodal%20recovery%20lead%20image.png?itok=S7RxFhup)
Healthcare-Based Multimodal Recovery Prediction for the Servicemember
This machine learning model will help military and hospital personnel predict when servicemembers and patients may recover following an injury or surgery.
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![Teaming autonomous ground and aerial vehicles improves autonomous off-road military missions.](/sites/default/files/styles/list/public/project/image/2023-08/Screenshot%202023-03-03%20at%209.21.18%20AM.png?itok=T3WO1jp6)
Autonomous Mobility Through Intelligent Collaboration
Teaming autonomous ground and aerial vehicles improves autonomous off-road military missions.
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![Multiple images of drawn faces in different colors connected by white lines.](/sites/default/files/styles/list/public/project/image/2022-09/AnyPlay.png?itok=SzHY6wM2)
Mission-Ready Reinforcement Learning
We are using reinforcement learning to train artificial intelligence to team with humans.
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![Model-Based Systems Engineering Analysis image of warfighter](/sites/default/files/styles/list/public/project/image/2022-07/MBSE%20external%20web%20graphic%20v6.jpg?itok=-2Pe91a3)
Model-Based Systems Engineering Analysis
We are developing a tool to evaluate the landscape of wearable sensors, algorithms, and technologies and apply them to warfighter health and performance monitoring.
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![A screenshot of the NetProf mobile interface shows two words (the Farsi word for capacity, and the Ukranian word for self-defense), with each word broken down by phoneme.](/sites/default/files/styles/list/public/project/image/2022-05/NetProf_1.png?h=c88d2593&itok=P3u-n7sH)
Automatic Pronunciation Feedback
Powered by our automatic speech recognition technology, the Networked Pronunciation Feedback (NetProF) software application helps students practice pronunciation in foreign languages.
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![Psychological disorders have been shown to impact speech patterns. The PTSD screening tool will be able to detect these patterns and therefore inform military healthcare monitoring.](/sites/default/files/styles/list/public/project/image/2022-03/PTSD%20screening%20web%20graphic.png?itok=mbnhR-Ua)
Vocal Biomarker-Based PTSD Screening Tool
Psychological disorders have been shown to impact speech patterns. The PTSD screening tool will be able to detect these patterns and therefore inform military healthcare monitoring.
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![The commercial chest strap is equipped with the Laboratory-prototyped sensor hub. The sensor hub takes physiological measurements, which are used to estimate a strain index. This index indicates if the wearer is at risk for a heat-related illness.](/sites/default/files/styles/list/public/project/image/2018-04/514591-001D.jpg?itok=6kAHir3s)
Physiological Status Monitoring
New sensors that gather data on a soldier's physiological state can help prevent heat-related injuries.
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