Neurology | Psychiatry Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI. February 27, 2024
Neurology | Radiology Intra and inter-regional functional connectivity of the human brain due to Task-Evoked fMRI Data classification through CNN & LSTM. February 26, 2024
Cognitive Neuroscience | Neurology Disentangled deep generative models reveal coding principles of the human face processing network. February 26, 2024
Neurology | Psychiatry Modularity-Constrained Dynamic Representation Learning for Interpretable Brain Disorder Analysis with Functional MRI. February 23, 2024
Neurology | Psychiatry Predicting suicidality in late-life depression by 3D convolutional neural network and cross-sample entropy analysis of resting-state fMRI. February 20, 2024
Neuroimaging | Neurology | Psychiatry Deep learning models reveal replicable, generalizable, and behaviorally relevant sex differences in human functional brain organization. February 20, 2024
Neurology | Neuroscience | Radiology Spatial-temporal convolutional attention for discovering and characterizing functional brain networks in task fMRI. January 27, 2024
Neurology | Radiology A Unified Multi-Modality Fusion Framework for Deep Spatio-Temporal-Spectral Feature Learning in Resting-State fMRI Denoising. January 19, 2024
Neurology | Radiology Attention-based fusion of multiple graphheat networks for structural to functional brain mapping. January 12, 2024
Computational Biology | Neuroscience High-performing neural network models of visual cortex benefit from high latent dimensionality. January 10, 2024
Machine Learning | Neurology | Radiology Meta Transfer of Self-Supervised Knowledge: Foundation Model in Action for Post-Traumatic Epilepsy Prediction. January 10, 2024
Neurology | Psychiatry TSP-GNN: a novel neuropsychiatric disorder classification framework based on task-specific prior knowledge and graph neural network. January 8, 2024