2 citations · 3 across the 10 of their papers we have counts for
4 papers · 1 filter
EEG-Titans: Long-Horizon Seizure Forecasting via Dual-Branch Attention and Neural Memory
Tien-Dat Pham, Xuan-The Tran
Accurate epileptic seizure prediction from electroencephalography (EEG) remains challenging because pre-ictal dynamics may span long time horizons while clinically relevant signatu…
ECG-RAMBA: Zero-Shot ECG Generalization by Morphology-Rhythm Disentanglement and Long-Range Modeling
Hai Duong Nguyen, Xuan-The Tran
Deep learning has achieved strong performance for electrocardiogram (ECG) classification within individual datasets, yet dependable generalization across heterogeneous acquisition…
Can ChatGPT Diagnose Alzheimer's Disease?
Quoc-Toan Nguyen, Linh Le, Xuan-The Tran +2
Can ChatGPT diagnose Alzheimer's Disease (AD)? AD is a devastating neurodegenerative condition that affects approximately 1 in 9 individuals aged 65 and older, profoundly impairing…
EEG-SSM: Leveraging State-Space Model for Dementia Detection
Xuan-The Tran, Linh Le, Quoc Toan Nguyen +2
State-space models (SSMs) have garnered attention for effectively processing long data sequences, reducing the need to segment time series into shorter intervals for model training…