Ptolemaios G. Sarrigiannis
Orcid: 0000-0002-8380-8755
According to our database1,
Ptolemaios G. Sarrigiannis authored at least 12 papers
between 2013 and 2026.
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Bibliography
2026
A Causal Validation augmented Temporal Convolutional Framework for Brain Effective Connectivity Networks Estimation.
Neural Networks, 2026
2024
Dementia classification using a graph neural network on imaging of effective brain connectivity.
Comput. Biol. Medicine, January, 2024
2023
Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data.
CoRR, 2023
2022
IEEE J. Biomed. Health Informatics, 2022
Bispectrum-based Cross-frequency Functional Connectivity: Classification of Alzheimer's disease.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Using interictal seizure-free EEG data to recognise patients with epilepsy based on machine learning of brain functional connectivity.
Biomed. Signal Process. Control., 2021
2020
Imaging of Nonlinear and Dynamic Functional Brain Connectivity Based on EEG Recordings With the Application on the Diagnosis of Alzheimer's Disease.
IEEE Trans. Medical Imaging, 2020
2018
A Wavelet-Based Correlation Analysis Framework to Study Cerebromuscular Activity in Essential Tremor.
Complex., 2018
2016
Identification of nonlinear time-varying systems using an online sliding-window and common model structure selection (CMSS) approach with applications to EEG.
Int. J. Syst. Sci., 2016
2014
IEEE Trans. Biomed. Eng., 2014
2013
A Parametric Method to Measure Time-Varying Linear and Nonlinear Causality With Applications to EEG Data.
IEEE Trans. Biomed. Eng., 2013
Spectral Analysis for Nonstationary and Nonlinear Systems: A Discrete-Time-Model-Based Approach.
IEEE Trans. Biomed. Eng., 2013