Research
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Wearable sensor algorithms powered by machine learning could be key to preventing runners’ injuries
A trans-institutional team of Vanderbilt engineering, data science and clinical researchers has developed a novel approach for monitoring bone stress in recreational and professional athletes, with the goal of anticipating and preventing injury. Using machine learning and biomechanical modeling techniques, the researchers built multisensory algorithms that combine data from… Read MoreOct. 28, 2020
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Team examines operating limits in solid-state batteries to improve driving range of electric vehicles
There is huge momentum toward adoption of battery electric vehicles primarily because performances are meeting or exceeding the properties of traditional automobiles. Consumers want electric vehicles that have similar driving range (energy density) and charging styles and times (power density) to gasoline powered vehicles. Kelsey Hatzell “One pathway to… Read MoreOct. 22, 2020
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Team receives $4 million NIH grant for rapid test of COVID-19, other respiratory infections
A test being developed by Vanderbilt researchers identifies COVID and other respiratory illnesses without having to wait for lab results. Photo: Meharry Medical College, August 2020 Twice in 2019, Nick Adams and his colleagues applied for federal grant money to develop a rapid, precise, in-office test for respiratory infections. This… Read MoreOct. 13, 2020
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Team’s sustained work in T-cell immune response awarded P01 grant totaling $11 million
For more than a decade Matt Lang and collaborators across the U.S. have worked to recreate key components of T-cells and how they know when to start fighting disease. Conventional wisdom suggested that T-cells formed regular, force-free bonds with infected cells, and in doing so caused the chain reaction of… Read MoreOct. 4, 2020
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$8.7 million DARPA grant advances AI-assisted CPS design work
A new, $8.7 million project—Design. R–AI-assisted CPS Design—involves pathbreaking work for the Defense Advanced Research Projects Agency as future cyber-physical systems will rely less on human control and more machine learning algorithms and artificial intelligence processors. Smart grid, driver-assist and autonomous automobile systems, health and biomedical monitoring, smart cities, robotics systems,… Read MoreOct. 4, 2020
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NSF seed grant supports biomanufacturing of new drug delivery technologies
Vanderbilt researchers awarded one of NSF’s 24 new projects to drive future manufacturing One of the challenges of drug delivery systems is to optimize their targeting properties so therapeutic compounds used in smaller amounts reach only a specific area of the body and result in little or no… Read MoreOct. 2, 2020
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Vanderbilt wearable exosuit that lessens back muscle fatigue could redesign the future of work
Vanderbilt University engineers have determined that their back-assist exosuit, a clothing-like device that supports human movement and posture, can reduce fatigue by an average of 29–47 percent in lower back muscles. The exosuit’s functionality presents a promising new development for individuals who work in physically demanding fields and are… Read MoreSep. 30, 2020
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Vanderbilt computer scientists awarded NSF grant to restructure research’s road to the public
Vanderbilt researchers have been awarded a National Science Foundation Convergence Accelerator 2020 Cohort Phase 1 grant to create a standardized platform that will streamline the development, testing and dissemination of technology that can improve human health. The nine-month project, “Scalable, Traceable AI for Imaging Translation: Innovation to Implementation for… Read MoreSep. 22, 2020
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Vanderbilt leads project to study applications of new Microsoft biothreat monitoring tech
NSF Convergence grant involves data from global sensor network to predict pathogen outbreaks Ethan Jackson, Ph.D.’07, adjusts monitoring equipment during an early test of the Premonition disease detection system. (Microsoft photo) Vanderbilt engineers are leading the academic component of a massive Microsoft project that combines robotics, genomics, big data collection—and… Read MoreSep. 22, 2020
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Dubey receives $3.9M in grants to redesign regional transit system using AI, community engagement
A $2.1 million grant from the National Science Foundation and a $1.8 million grant from the U.S. Department of Energy will provide funding for Vanderbilt researcher Abhishek Dubey, assistant professor of electrical engineering and computer science, to reimagine regional transit systems using cutting-edge data science techniques through a group… Read MoreSep. 18, 2020