Physiological signal processing (ECG, EEG, MEG)

Multi-Observation Hidden Semi-Markov Model for Photoplethysmogram Signal Semantic Segmentation

MOTOR ACTIVITY RECOGNITION USING EEG DATA AND ENSEMBLE OF STACKED BLSTM-LSTM NETWORK AND TRANSFORMER MODEL

Codebook-Based User Tracking in IRS-Assisted mmWave Communication Networks

Cardiac Disease Diagnosis on Imbalanced Electrocardiography Data Through Optimal Transport Augmentation

CROSS-SUBJECT MENTAL FATIGUE DETECTION BASED ON SEPARABLE SPATIO-TEMPORAL FEATURE AGGREGATION

Synthesizing Speech from ECoG with a Combination of Transformer-based Encoder and Neural Vocoder

MLCGAN: MULTI-LEAD ECG SYNTHESIS WITH MULTI LABEL CONDITIONAL GENERATIVE ADVERSARIAL NETWORK

Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Graph Neural Network

Constrained non-negative PARAFAC2 for electromyogram separation

RELAPSE PREDICTION FROM LONG-TERM WEARABLE DATA USING SELF-SUPERVISED LEARNING AND SURVIVAL ANALYSIS

BreathIE: Estimating Breathing Inhale Exhale Ratio Using Motion Sensor Data from Consumer Earbuds

Glacier: Glass-box Transformer for Interpretable Dynamic Neuroimaging