Brain & More Lab

Selection Peer-reviewed journals

Graph Attention Networks for Detecting Epilepsy from EEG Signals Using Accessible Hardware in Low-Resource Settings
S Mazurek, S Moore, A Crimi
IEEE Open Journal of Engineering in Medicine and Biology, 2025

Exploiting Graph Convolutional Networks for Insightful Classification and Explanation of Traumatic Brain Injury
T Currieri, J Falcó-Roget, E Rostami, S Vitabile, A Crimi
IEEE Access, 2025

From Knowledge Generation to Knowledge Verification: Examining the BioMedical Generative Capabilities of ChatGPT
AA Hamed, A Crimi, MM Misiak, BS Lee
iScience 28 (6), 6112492

Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification on health datasets
A Hartoyo, J Argasiński, A Trenk, K Przybylska, A Błasiak, A Crimi
Computers in Biology and Medicine 190, 109985

Modeling the Spread of Misfolded Proteins in Alzheimer’s Disease using Higher-Order Simplicial Complex Contagion-IEEE Conference Proceedings
M Wardynski, I Iacopini, G Petri, V Latora, A Crimi, EBMC 2025

Reshaped functional connectivity gradients in acute ischemic stroke
C Koba, J Falco-Roget, A Crimi
NeuroImage: Clinical 45 (2025), 103755

End-to-end stroke imaging analysis using effective connectivity and interpretable artificial intelligence
W Ciezobka, J Falco-Roget, C Koba, A Crimi
IEEE Access 2025

Comparing structure–function relationships in brain networks using EEG and fNIRS
R Blanco, MG Preti, C Koba, DVD Ville, A Crimi
Scientific Reports 14 (1), 28976 (2024)

Investigating the interaction between EEG and fNIRS: A multimodal network analysis of brain connectivity
R Blanco, C Koba, A Crimi
Journal of Computational Science 82, 102416

Deep learning glioma grading with the tumor microenvironment analysis protocol for comprehensive learning, discovering, and quantifying microenvironmental features
M Pytlarz, K Wojnicki, P Pilanc, B Kaminska, A Crimi
Journal of Imaging Informatics in Medicine 37 (4), 1711-1727

Investigation of Energy-Efficient AI Model Architectures and Compression Techniques for “Green” Fetal Brain Segmentation
S Mazurek, M Pytlarz, S Malec, A Crimi
International Conference on Computational Science, 61-74

Explainable graph neural networks for EEG classification and seizure detection in epileptic patients
S Mazurek, R Blanco, J Falcó-Roget, A Crimi
2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5

Functional and structural reorganization in brain tumors: a machine learning approach using desynchronized functional oscillations
J Falcó-Roget, A Cacciola, F Sambataro, A Crimi
Communications Biology 7 (1), 419

Prediction of misfolded proteins spreading in Alzheimer’s disease using machine learning and spreading models
L Gherardini, A Zajdel, L Pini, A Crimi
Cerebral Cortex 33 (24), 11471-11485

Style transfer between Microscopy and Magnetic Resonance Imaging via Generative Adversarial Network in small sample size settings
M Pytlarz, A Onicas, A Crimi
2023 IEEE International Conference on Image Processing (ICIP), 1120-1124

Community detection in brain connectomes with hybrid quantum computing
M Wierzbiński, J Falcó-Roget, A Crimi
Scientific Reports 13 (1), 3446

Structurally Constrained Effective Brain Connectivity A Crimi, L Dodero, F Sambataro, V Murino, D Sona NeuroImage 239 (1), 118288

An integrated genomic approach to dissect the genetic landscape regulating the cell-to-cell transfer of α-synuclein E Kara, A Crimi, A Wiedmer, M Emmenegger, C Manzoni, S Bandres-Ciga, ... Cell Reports 35 (10), 109189 2021

Genome-wide association study of brain connectivity changes for alzheimer’s disease SSM Elsheikh, ER Chimusa, NJ Mulder, A Crimi Nature Scientific reports 10 (1), 1-16

Software

Effconnpy 0.1.25, A package for causal inference and statistical modeling in brain time series