3 papers
cs.AI2025
Enhancing Clinical Decision-Making: Integrating Multi-Agent Systems with Ethical AI Governance
Ying-Jung Chen, Ahmad Albarqawi, Chi-Sheng Chen
Recent advances in the data-driven medicine approach, which integrates ethically managed and explainable artificial intelligence into clinical decision support systems (CDSS), are…
eess.SP2025
Large Cognition Model: Towards Pretrained EEG Foundation Model
Chi-Sheng Chen, Ying-Jung Chen, Aidan Hung-Wen Tsai
Electroencephalography provides a non-invasive window into brain activity, offering valuable insights for neurological research, brain-computer interfaces, and clinical diagnostics…
cs.LG2025
Optimizing Supply Chain Networks with the Power of Graph Neural Networks
Chi-Sheng Chen, Ying-Jung Chen
Graph Neural Networks (GNNs) have emerged as transformative tools for modeling complex relational data, offering unprecedented capabilities in tasks like forecasting and optimizati…