Ptolemaios G. Sarrigiannis

Orcid: 0000-0002-8380-8755

According to our database1, Ptolemaios G. Sarrigiannis authored at least 11 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

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
Characterising Alzheimer's Disease With EEG-Based Energy Landscape Analysis.
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
A Nonlinear Generalization of Spectral Granger Causality.
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


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