Neurology | Neuroradiology | Psychiatry Deep Learning Model of fMRI Connectivity Predicts PTSD Symptom Trajectories in Recent Trauma Survivors. June 7, 2021
Machine Learning | Neurology | Pediatrics Can Deep Learning Hit a Moving Target? A Scoping Review of Its Role to Study Neurological Disorders in Children. May 24, 2021
Cognitive Neuroscience | Neurology How does hemispheric specialization contribute to human-defining cognition? May 18, 2021
Neurology | Psychiatry | Radiology ASD-SAENet: A Sparse Autoencoder, and Deep-Neural Network Model for Detecting Autism Spectrum Disorder (ASD) Using fMRI Data. April 26, 2021
Neurology | Psychiatry | Radiology Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder. March 26, 2021
Neurology | Psychiatry Anatomically-Informed Data Augmentation for Functional MRI with Applications to Deep Learning. March 26, 2021
Neuroimaging | Neurology | Neuroscience Inferring Macroscale Brain Dynamics via Fusion of Simultaneous EEG-fMRI. March 24, 2021
Neurology | Radiology Simultaneous spatial-temporal decomposition for connectome-scale brain networks by deep sparse recurrent auto-encoder. March 23, 2021
Cognitive Neuroscience | Medical Image Analysis | Neuroimaging 4D Modeling of fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN). March 22, 2021
Cognitive Neuroscience | Neuroimaging Deep-Learning-Based Multivariate Pattern Analysis (dMVPA): A Tutorial and a Toolbox. March 19, 2021
Neurology | Psychiatry Graph convolutional network for fMRI analysis based on connectivity neighborhood. March 10, 2021
Neurology | Radiology Evaluation of Task fMRI Decoding With Deep Learning on a Small Sample Dataset. March 8, 2021