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Falcó-Roget, Joan

Type: Person
First name: Joan
Last name: Falcó-Roget
Publications count: 17

Publications

Modularity Maximization and Community Detection in Complex Networks Through Recursive and Hierarchical Annealing in the DWAVE Advantage Quantum Processing Units
Printed Journal article

Authors: Falcó-Roget, Joan; Jurek, Kacper; Wojtarowicz, Barbara; Capała, Karol; Rycerz, Katarzyna

Research groups: Computational Neuroscience, Computational Intelligence, other

Exploiting Graph Convolutional Networks for Insightful Classification and Explanation of Traumatic Brain Injury.
Printed Journal article

Authors: Currieri, Tiziana; Falcó-Roget, Joan; Rostami, Elham; Vitabile, Salvatore; Crimi, Alessandro

Research groups: Computational Neuroscience

A NORMATIVE HUMAN GLIOBLASTOMA-CONNECTOME CONSTRUCTED FROM TUMOR-CONNECTED BRAIN REGIONS IMPROVES SURVIVAL RATES ESTIMATION
Printed Conference abstract

Authors: Janus, Anna; Falcó-Roget, Joan; Lillo, Sara; Politi, Letterio Salvatore; Argasiński, Jan K.; Cacciola, Alberto

Research groups: Computational Neuroscience

A CIRCUIT-BASED WHITE MATTER DENSITY NEUROIMAGING BIOMARKER TO STRATIFY, PREDICT, AND INTERPRET SURVIVAL RATES IN HUMAN GLIOBLASTOMA
Printed Conference abstract

Authors: Falcó-Roget, Joan; Basile, Gianpaolo Antonio; Janus, Anna; Lillo, Sara; Politi, Letterio Salvatore; Argasiński, Jan K.; Cacciola, Alberto

Research groups: Computational Neuroscience

Intra-hemishperic functional reorganization in ischemic stroke
Printed Conference abstract

Authors: Koba, Cemal; Falcó-Roget, Joan; Crimi, Alessandro

Research groups: Computational Neuroscience

Modularity maximization and community detection in complex networks through recursive and hierarchical annealing in the D-Wave Advantage quantum processing units
Submitted Journal article

Authors: Falcó-Roget, Joan; Jurek, Kacper; Wojtarowicz, Barbara; Capała, Karol; Rycerz, Katarzyna

Research groups: Computational Neuroscience, Computational Intelligence

Directed networks and resting-state effective brain connectivity with state-space reconstruction using reservoir computing causality
Submitted Journal article

Authors: Falcó-Roget, Joan; Onicas, Adrian; Sarpong, Felix-Akwasi; Crimi, Alessandro

Research groups: Computational Neuroscience

Disrupting scientific podcasts. Prototype and blueprints for an ergodic neuroscientific talk
Printed Journal article

Authors: Argasiński, Jan K.; Baliga-Nicholson, Katarzyna; Partyka, Anna; Pilch, Kamil; Falcó-Roget, Joan

Research groups: Computational Neuroscience, other

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

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

Research groups: Computational Neuroscience

Leveraging graph neural network for explainable EEG classification in epileptic patients
Printed Conference manuscript

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

Research groups: Computational Neuroscience

Emergent Computations in Trained Neural Networks and Real Brains
Printed Journal article

Authors: Parga, Néstor; Serrano-Fernández, Luis; Falcó-Roget, Joan

Research groups: Computational Neuroscience

Bayesian Filtered Generation of Post-surgical Brain Connectomes on Tumor Patients
Printed Conference manuscript

Authors: Falcó-Roget, Joan; Crimi, Alessandro

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

End-to-end Stroke imaging analysis, using reservoir computing-based effective connectivity, and interpretable Artificial intelligence
Printed Journal article

Authors: Ciezobka, Wojciech; Falcó-Roget, Joan; Koba, Cemal; Crimi, Alessandro

Research groups: Computational Neuroscience

Community Detection in Brain Connectome using Quantum Annealer Devices
Printed Journal article

Authors: Wierzbinski, M.; Falcó-Roget, Joan; Crimi, Alessandro

Research groups: Computational Neuroscience

Reshaped functional connectivity gradients in acute ischemic stroke
Printed Journal article

Authors: Koba, Cemal; Falcó-Roget, Joan; Crimi, Alessandro

Research groups: Computational Neuroscience

Functional and structural reorganization in brain tumors: a machine learning approach using desynchronized functional oscillations
Printed Journal article

Authors: Falcó-Roget, Joan; Sambataro, F.; Cacciola, Alberto; Crimi, Alessandro

Research groups: Computational Neuroscience

A non-local diffusion magnetic resonance imaging tract density biomarker to stratify, predict, and interpret survival rates in human glioblastoma
Printed Journal article

Authors: Falcó-Roget, Joan; Basile, Gianpaolo Antonio; Janus, Anna; Lillo, Sara; Politi, Letterio Salvatore; Argasiński, Jan K.; Cacciola, Alberto

Research groups: Computational Neuroscience