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A Shape and Size-Scaled Deep Learning Brain Injury Model for Near Real-Time Dynamic Impact Simulation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Efficient deep learning brain injury models enable large-scale, strain-based investigations of traumatic brain injury (TBI). Here, we extend a previous model based on a generic 50th percentile adult male brain ...
Displacement Error Propagation From Embedded Markers to Brain Strain
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Head injury model validation has evolved from against pressure to relative brain–skull displacement, and more recently, against marker-based strain. However, there are concerns on strain data quality. In this study, we ...
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