3 papers
cs.CV2023
Multi-task Collaborative Pre-training and Individual-adaptive-tokens Fine-tuning: A Unified Framework for Brain Representation Learning
Ning Jiang, Gongshu Wang, Tianyi Yan
Structural magnetic resonance imaging (sMRI) provides accurate estimates of the brain's structural organization and learning invariant brain representations from sMRI is an endurin…
eess.IV2023
Connectional-Style-Guided Contextual Representation Learning for Brain Disease Diagnosis
Gongshu Wang, Ning Jiang, Yunxiao Ma +6
Structural magnetic resonance imaging (sMRI) has shown great clinical value and has been widely used in deep learning (DL) based computer-aided brain disease diagnosis. Previous ap…
eess.SP2022
An EEG-based approach for Parkinson's disease diagnosis using Capsule network
Shujie Wang, Gongshu Wang, Guangying Pei
As the second most common neurodegenerative disease, Parkinson's disease has caused serious problems worldwide. However, the cause and mechanism of PD are not clear, and no systema…