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Crimi, Alessandro

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

Publications

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

Intra-hemishperic functional reorganization in ischemic stroke
Printed Conference abstract

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

Research groups: Computational Neuroscience

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

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

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

Research groups: Computational Neuroscience

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

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

Authors: Mazurek, Szymon; Pytlarz, Monika; Malec, Sylwia; Crimi, Alessandro

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

Research groups: Computational Neuroscience

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

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

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

Research groups: Computational Neuroscience

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

Authors: Iddrisu, Khadija; Malec, Sylwia; Crimi, Alessandro

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: Pytlarz, Monika; Onicas, Adrian; Crimi, Alessandro

Research groups: Computational Neuroscience

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

Authors: Blanco, Rosmary; Koba, Cemal; Crimi, Alessandro

Research groups: Computational Neuroscience

Automated glioma multiclass tumor classification
Printed Conference manuscript

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

Research groups: Computational Neuroscience

O pewnym modelu zawijania białek
Printed Journal article

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

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

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

Authors: Crimi, Alessandro; Bakas, S.

Research groups: Computational Neuroscience

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

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

Research groups: 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

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

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

Research groups: Computational Neuroscience

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

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

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

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

Authors: Blanco, Rosmary; Koba, Cemal; 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

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

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

Research groups: Computational Neuroscience