Physiological signal processing (ECG, EEG, MEG)

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

Glacier: Glass-box Transformer for Interpretable Dynamic Neuroimaging

HYDRA-HGR: A Hybrid Transformer-based Architecture for Fusion of Macroscopic and Microscopic Neural Drive Information

Light-weighted CNN-Attention based architecture for Hand Gesture Recognition via ElectroMyography

TEXT-TO-ECG: 12-LEAD ELECTROCARDIOGRAM SYNTHESIS CONDITIONED ON CLINICAL TEXT REPORTS

Spatio-Temporal Attention in Multi-Granular Brain Chronnectomes for Detection of Autism Spectrum Disorder

Representation Learning of Clinical Multivariate Time Series with Random Filter Banks

Real-time Wireless ECG-derived Respiration Rate Estimation Using an Autoencoder with a DCT Layer

HIERARCHICAL FILTERING WITH ONLINE LEARNED PRIORS FOR ECG DENOISING

BrainNetFormer: Decoding Brain Cognitive States With Spatial-Temporal Cross Attention

CROSS-SITE GENERALIZATION FOR IMBALANCED EPILEPTIC CLASSIFICATION

ECG Artifact Removal from Single-Channel Surface EMG Using Fully Convolutional Networks