Multi-view Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification

Sleep stage classification is crucial for sleep quality assessment and disease diagnosis. However, existing classification methods still face numerous challenges in handling the spatial and temporal features of time-varying multi-channel brain signals, coping with individual differences in biological signals, and model interpretability. Traditional...

Connectome Reorganization Associated with Temporal Lobe Pathology and Its Surgical Resection

Connectome Reorganization Associated with Temporal Lobe Pathology and Its Surgical Resection

Connectomics Reconstruction Associated with Temporal Lobe Lesions and Their Surgical Resection Academic Background The human brain’s structural organization is increasingly conceptualized and analyzed from a network perspective, greatly enhancing understanding of health and disease. In recent years, thanks to advances in neuroimaging technology and...