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Alessandro Crimi

Type: Person
First name: Alessandro
Last name: Crimi
Publications count: 26

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

Data reconstruction from machine learning models via inverse estimation and Bayesian inference
Printed Conference manuscript

Authors: Agus Hartoyo, Dominika Ciupek, Maciej Malawski, Alessandro Crimi

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

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

Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification on health datasets
Printed Journal article

Authors: Agus Hartoyo, Jan K. Argasiński, Aleksandra Trenk, Kinga Przybylska, Anna Blasiak, Alessandro Crimi

Research groups: Computational Neuroscience

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

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

Research groups: Computational Neuroscience

Deep Learning Glioma Grading with the Tumor Microenvironment Analysis Protocol for Comprehensive Learning, Discovering, and Quantifying Microenvironmental Features
Printed Journal article

Authors: Monika Pytlarz, Kamil Wojnicki, Paulina Pilanc, Bozena Kaminska, Alessandro Crimi

Research groups: Computational Neuroscience

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

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

Authors: Rosmary Blanco, Cemal Koba, Alessandro Crimi

Research groups: Computational Neuroscience

Investigation of Energy-efficient AI Model Architectures and Compression Techniques for Green Fetal Brain Segmentation
Printed Conference manuscript

Authors: Szymon Mazurek, Monika Pytlarz, Sylwia Malec, 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

Neural networks associated with eye movements in congenital blindness
Printed Journal article

Authors: Cemal Koba, Alessandro Crimi, Olivier Collignon, Emiliano Ricciardi, Uri Hasson

Research groups: Computational Neuroscience

3D reconstructions of brain from MRI scans using neural radiance fields
Printed Conference manuscript

Authors: Khadija Iddrisu, Sylwia Malec, Alessandro Crimi

Research groups: Computational Neuroscience

Automated glioma multiclass tumor classification
Printed Conference manuscript

Authors: Monika Pytlarz, Kamil Wojnicki, Paulina Pilanc, Bozena Kaminska, 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

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

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

Research groups: Computational Neuroscience

O pewnym modelu zawijania białek
Printed Journal article

Authors: Marcin Wierzbiński, Karolina L. Tkaczuk, Alessandro Crimi

Research groups: Computational Neuroscience

Prediction of misfolded proteins spreading in Alzheimer’s disease using machine learning and spreading models
Printed Journal article

Authors: Luca Gherardini, Aleksandra Pestka, Lorenzo Pini, Alessandro Crimi

Research groups: Computational Neuroscience

Resting State Brain Connectivity analysis from EEG and FNIRS signals
Printed Conference manuscript

Authors: Rosmary Blanco, Cemal Koba, Alessandro Crimi

Research groups: Computational Neuroscience

Style transfer between microscopy and magnetic resonance imaging via generative adversarial network in small sample size settings
Printed Conference manuscript

Authors: Monika Pytlarz, Adrian Onicas, Alessandro Crimi

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

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
Printed Conference manuscript

Authors: Alessandro Crimi, S. Bakas

Research groups: Computational Neuroscience

Relating Global and Local Connectome Changes to Dementia and Targeted Gene Expression in Alzheimer's Disease
Printed Journal article

Authors: Samar S. M. Elsheikh, Emile R. Chimusa, Alzheimer's Disease Neuroimaging Initiative, Nicola J. Mulder, Alessandro Crimi

Research groups: Computational Neuroscience