3 papers
cs.LG2026
Beyond AHI: An Interpretable Causal-Discovery-Guided Framework for Sleep Recovery in Connected Health
Saba A. Farahani, Elahe Khatibi, Manoj Vishwanath +2
Objective sleep assessment relies on polysomnography (PSG), yet clinical impact is often better reflected in patient-reported outcomes (PROs) such as sleepiness and fatigue. Existi…
cs.LG2026
DeepTokenEEG Enhancing Mild Cognitive Impairment and Alzheimers Classification via Tokenized EEG Features
Thinh Nguyen-Quang, Minh Long Ngo, Ngoc-Son Nguyen +7
The detection of Alzheimers disease (AD) is considered crucial, as timely intervention can improve patient outcomes. Electroencephalogram (EEG)-based diagnosis has been recognized…
eess.SP2025
Enhancing Alzheimer's Detection through Late Fusion of Multi-Modal EEG Features
Nguyen Thanh Vinh, Manoj Vishwanath, Thinh Nguyen-Quang +6
Alzheimer s disease (AD) is a progressive neurodegenerative disorder characterized by cognitive decline, where early detection is essential for timely intervention and improved pat…