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Joan Falcó-Roget

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

Publications

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

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

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

Research groups: Computational Neuroscience, Computational Intelligence

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

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

Research groups: Computational Neuroscience, Computational Intelligence, other

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

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

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

Research groups: Computational Neuroscience

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

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

Research groups: Computational Neuroscience

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

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

Research groups: Computational Neuroscience

Reshaped functional connectivity gradients in acute ischemic stroke
Printed Journal article

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

Research groups: Computational Neuroscience

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

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

Research groups: Computational Neuroscience, other

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

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

Research groups: Computational Neuroscience

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

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

Research groups: Computational Neuroscience

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

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

Research groups: Computational Neuroscience

Intra-hemishperic functional reorganization in ischemic stroke
Printed Conference abstract

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

Research groups: Computational Neuroscience

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

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

Research groups: Computational Neuroscience

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

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

Research groups: Computational Neuroscience

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

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

Research groups: Computational Neuroscience

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

Authors: Joan Falcó-Roget, Alessandro Crimi

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