Ptolemaios G. Sarrigiannis

13 papers Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Causal Validation augmented Temporal Convolutional Framework for Brain Effective Connectivity Networks Estimation.
Neural Networks
Aoxiang Dong, Jun Cao, Ptolemaios G. Sarrigiannis, Daniel Blackburn, Andrew Starr, Yifan Zhao
2024 J jnl
Dementia classification using a graph neural network on imaging of effective brain connectivity.
Comput. Biol. Medicine
Jun Cao, Lichao Yang, Ptolemaios G. Sarrigiannis, Daniel Blackburn, Yifan Zhao
2023 J jnl
Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data.
CoRR
Dominik Klepl, Fei He, Min Wu, Daniel J. Blackburn, Ptolemaios G. Sarrigiannis
2022 — conf
Bispectrum-based Cross-frequency Functional Connectivity: Classification of Alzheimer's disease.
EMBC
Dominik Klepl, Fei He, Min Wu, Daniel Blackburn, Ptolemaios G. Sarrigiannis
2022 J jnl
Characterising Alzheimer's Disease With EEG-Based Energy Landscape Analysis.
IEEE J. Biomed. Health Informatics
Dominik Klepl, Fei He, Min Wu, Matteo De Marco, Daniel J. Blackburn, Ptolemaios G. Sarrigiannis
2021 J jnl
Characterising Alzheimer's Disease with EEG-based Energy Landscape Analysis.
CoRR
Dominik Klepl, Fei He, Min Wu, Daniel J. Blackburn, Matteo De Marco, Ptolemaios G. Sarrigiannis
2021 J jnl
Using interictal seizure-free EEG data to recognise patients with epilepsy based on machine learning of brain functional connectivity.
Biomed. Signal Process. Control.
Jun Cao, Kacper Grajcar, Xiaocai Shan, Yifan Zhao, Jiaru Zou, Liangyu Chen, Zhiqing Li, Richard Grunewald, Panagiotis Zis, Matteo De Marco, Zoe C. Unwin, Daniel Blackburn, Ptolemaios G. Sarrigiannis
2020 J jnl
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
Yifan Zhao, Yitian Zhao, Pholpat Durongbhan, Liangyu Chen, Jiang Liu, S. A. Billings, Panagiotis Zis, Zoe C. Unwin, Matteo De Marco, Annalena Venneri, Daniel Blackburn, Ptolemaios G. Sarrigiannis
2018 J jnl
A Wavelet-Based Correlation Analysis Framework to Study Cerebromuscular Activity in Essential Tremor.
Complex.
Yifan Zhao, Ramon C. Laguna, Yitian Zhao, Jimmy Jiang Liu, Xiongxiong He, John Yianni, Ptolemaios G. Sarrigiannis
2016 J jnl
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.
Yang Li, Hua-Liang Wei, Stephen A. Billings, Ptolemaios G. Sarrigiannis
2014 J jnl
A Nonlinear Generalization of Spectral Granger Causality.
IEEE Trans. Biomed. Eng.
Fei He, Hua-Liang Wei, Stephen A. Billings, Ptolemaios G. Sarrigiannis
2013 J jnl
A Parametric Method to Measure Time-Varying Linear and Nonlinear Causality With Applications to EEG Data.
IEEE Trans. Biomed. Eng.
Yifan Zhao, Stephen A. Billings, Hua-Liang Wei, Ptolemaios G. Sarrigiannis
2013 J jnl
Spectral Analysis for Nonstationary and Nonlinear Systems: A Discrete-Time-Model-Based Approach.
IEEE Trans. Biomed. Eng.
Fei He, Stephen A. Billings, Hua-Liang Wei, Ptolemaios G. Sarrigiannis, Yifan Zhao