Comparing Structure-Function Relationships in Brain Networks Using EEG and fNIRS

Authors: Rosmary Blanco, Maria Giulia Preti, Cemal Koba, Dimitri Van De Ville, Alessandro Crimi

Research groups: Computational Neuroscience

Explainable Graph Neural Networks for EEG Classification and Seizure Detection in Epileptic Patients

Authors: Szymon Mazurek, Rosmary Blanco, Joan Falcó-Roget, Alessandro Crimi

Research groups: Computational Neuroscience

Investigating the Interaction Between EEG and fNIRS: A Multimodal Network Analysis of Brain Connectivity

Authors: Rosmary Blanco, Cemal Koba, Alessandro Crimi

Research groups: Computational Neuroscience

Leveraging graph neural network for explainable EEG classification in epileptic patients

Authors: Szymon Mazurek, Rosmary Blanco, Joan Falcó-Roget, Alessandro Crimi

Research groups: Computational Neuroscience

Can gamification reduce the burden of self-reporting in mHealth applications? A feasibility study using machine learning from smartwatch data to estimate cognitive load

Authors: Michal K. Grzeszczyk, Paulina Adamczyk, Sylwia Marek, Ryszard Pręcikowski, Maciej Kuś, M. Patrycja Lelujko, Rosmary Blanco, Tomasz Trzciński, Arkadiusz Sitek, Maciej Malawski, Aneta Lisowska

Research groups: Medical Imaging and Robotics, Extreme-Scale Data and Computing

Impact of the pre-processing and balancing of EEG data on the performance of graph neural network for epileptic seizure classification

Authors: Szymon Mazurek, Rosmary Blanco, Jan K. Argasiński, Joan Falco Roget, Alessandro Crimi

Research groups: Computational Neuroscience

Resting State Brain Connectivity analysis from EEG and FNIRS signals

Authors: Rosmary Blanco, Cemal Koba, Alessandro Crimi

Research groups: Computational Neuroscience