Deep Learning

AI-based identification of head impact locations, speeds, and force based on head kinematics simulations
Objective: With the development of wearable sensors, head kinematics data have become widely available. However, key impact …
DOI
AI-Based Denoising of Head Impact Kinematics Measurements With Convolutional Neural Network for Traumatic Brain Injury Prediction
Wearable devices used for measuring head impact kinematics are inherently noisy due to imperfect coupling with the human body. This …
PDF Source Document DOI
Rapid Estimation of Entire Brain Strain Using Deep Learning Models
This study proposes a deep learning head model for rapid estimation of whole-brain strain during head impacts. A five-layer deep neural …
PDF Source Document DOI