IEEE Transactions on Biomedical Engineering

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A Machine Learning Enabled Wireless Intracranial Brain Deformation Sensing System
A leading cause of traumatic brain injury (TBI) is intracranial brain deformation from mechanical impact. This deformation is viscoelastic and differs from a traditional rigid transformation. Here, we present a machine learning enabled wireless sensing system, which can predict the trajectory of intracranial brain deformation by interpreting the magnetic sensor outputs created by the change in position of the implanted soft magnet. Both in vitro and in vivo experimental results showed an overall accuracy of over 92%, suggesting that this sensing scheme can be an effective tool for studying TBI due to in situ and real-time brain deformation prediction... Read more
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Intravenously Administered gamma-Ferric Oxide Particle Amount Measured Using Vibrating Sample Magnetometer
ACCESS PAPER DATA READ FULL ARTICLE ON IEEE XPLORE Abstract Dispersions of platelet gamma-ferric oxide particles 30–50nm in size were intravenously administered to mice and the amount of particles accumulated in each tissue was obtained by magnetization measurement using a vibrating sample magnetometer.... Read more