Alessandro Crimi

Jagiellonian University — Poland

Neuroscience · Life Sciences

16h-index1.1kcitations130works1.92yr avg
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Research Topics

Functional Brain Connectivity Studies(40), Advanced Neuroimaging Techniques and Applications(23), Neural dynamics and brain function(17), EEG and Brain-Computer Interfaces(14), Bioinformatics and Genomic Networks(10)

Publications130 total

Editorial: Spatiotemporal & AI trends in neuroscience, neuroimaging, and neurooncology
Frontiers in Neuroimaging·2025Open Access
Prediction and Causality of functional MRI and synthetic signal using a Zero-Shot Time-Series Foundation Model
arXiv (Cornell University)·2025Open Access
Graph Attention Networks for Detecting Epilepsy from EEG Signals Using Accessible Hardware in Low-Resource Settings
arXiv (Cornell University)·2025Open Access
Modeling the Spread of Misfolded Proteins in Alzheimer’s Disease using Higher-Order Simplicial Complex Contagion
2025
Data reconstruction from machine learning models via inverse estimation and Bayesian inference
Scientific Reports·2025· 1 citedOpen Access
From knowledge generation to knowledge verification: examining the biomedical generative capabilities of ChatGPT
iScience·2025· 4 citedOpen Access
Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification on health datasets
Computers in Biology and Medicine·2025· 1 citedOpen Access
Data reconstruction from machine learning models via inverse estimation and Bayesian inference
2025Open Access
Modeling the Spread of Misfolded Proteins in Alzheimer’s Disease using Higher-Order Simplicial Complex Contagion
2025Open Access
Data reconstruction from machine learning models via inverse estimation and Bayesian inference
2025Open Access
Synergistic Eigenanalysis of Covariance and Hessian Matrices for Enhanced Binary Classification on Health Datasets
SSRN Electronic Journal·2025Open Access
End-to-End Stroke Imaging Analysis Using Effective Connectivity and Interpretable Artificial Intelligence
IEEE Access·2025· 3 citedOpen Access
<p>Investigating the Interaction Between EEG and fNIRS: A Multimodal Network Analysis of Brain Connectivity</p>
SSRN Electronic Journal·2025Open Access
Exploiting Graph Convolutional Networks for Insightful Classification and Explanation of Traumatic Brain Injury
IEEE Access·2025Open Access
An End-to-End Approach for Epilepsy Detection and Prediction in Eeg Recordings Using Explainable Graph Neural Networks
SSRN Electronic Journal·2025Open Access
Reshaped functional connectivity gradients in acute ischemic stroke
NeuroImage Clinical·2025· 6 citedOpen Access
Using Portable Consumer-Grade EEG Data as a Neurophysiological Biomarker for Cognitive Impairment Assessment in real-world scenarios through Machine Learning
2024Open Access
Comparing structure–function relationships in brain networks using EEG and fNIRS
Scientific Reports·2024· 15 citedOpen Access
Real-time augmented reality surgical planning for brain tumor removal with machine learning and brain connectivity
2024Open Access
Data reconstruction from machine learning models via inverse estimation and Bayesian inference
2024Open Access
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Frequent Co-authors

Spyridon Bakas(10), Samar S. M. Elsheikh(5), Emile R. Chimusa(5), Nicola Mulder(5), Vittorio Murino(5), Diego Sona(5), Joan Falcó-Roget(5), Fabio Sambataro(4), Cemal Koba(4), Hugo J. Kuijf(3), Mauricio Reyes(3), Benjamin Amoah(3), Evelyn Arthur Anto(3), Adriano Aguzzi(3), Luca Dodero(3), Rosmary Blanco(3), Mads Nielsen(3), Bjoern Menze(2), Ruiqing Ni(2), Zhenyue Chen(2)