A Siamese Convolutional Neural Network for Identifying Mild Traumatic Brain Injury and Predicting Recovery - Koochaki, Fatemeh; Najafizadeh, Laleh (IEEE transactions on neural systems and rehabilitation engineering, 2024)
Keywords: Algorithms; Animals; Artificial neural networks; Brain; Brain Concussion - diagnosis; Brain Concussion - diagnostic imaging; Brain Concussion - physiopathology; Brain modeling; Calcium; Calcium imaging; Convolutional neural networks; convolutional neural networks (CNN); Deep Learning; Feature extraction; Head injuries; Humans; Image acquisition; Imaging; Injuries; Longitudinal studies; longitudinal study; Male; Medical imaging; Mice; Mild traumatic brain injury (mTBI); mTBI detection; Neural networks; Neural Networks, Computer; Neuroimaging; predicting outcome; Recovery; Recovery of Function; Siamese convolutional neural network (SCNN); Siamese neural network (SNN); Signs and symptoms; tracking recovery; Traumatic brain injury; widefield calcium imaging