Physiological signal processing (ECG, EEG, MEG)

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

Brain network features differentiate intentions from different emotional expressions of the same text

Two-Phase Prototypical Contrastive Domain Generalization for Cross-Subject EEG-Based Emotion Recognition

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