3 papers
cs.LG2025
Flexible and Explainable Graph Analysis for EEG-based Alzheimer's Disease Classification
Jing Wang, Jun-En Ding, Feng Liu +4
Alzheimer's Disease is a progressive neurological disorder that is one of the most common forms of dementia. It leads to a decline in memory, reasoning ability, and behavior, espec…
eess.IV2024
Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive Learning
Jun-En Ding, Chien-Chin Hsu, Chi-Hsiang Chu +2
The classification of medical images is a pivotal aspect of disease diagnosis, often enhanced by deep learning techniques. However, traditional approaches typically focus on unimod…
eess.SP2024
Generative AI Enables EEG Super-Resolution via Spatio-Temporal Adaptive Diffusion Learning
Shuqiang Wang, Tong Zhou, Yanyan Shen +3
Electroencephalogram (EEG) technology, particularly high-density EEG (HD EEG) devices, is widely used in fields such as neuroscience. HD EEG devices improve the spatial resolution…