Ptolemaios G. Sarrigiannis

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 9

Top Topics

Functional Connectivity

Epileptic Seizures

Top Venues

Biomed. Signal Process. Control.

IEEE J. Biomed. Health Informatics

IEEE Trans. Medical Imaging

Publications

Jun Cao, Lichao Yang, Ptolemaios G. Sarrigiannis, Daniel Blackburn, Yifan Zhao
Dementia classification using a graph neural network on imaging of effective brain connectivity. Comput. Biol. Medicine 168 (2024)
Dominik Klepl, Fei He, Min Wu, Daniel J. Blackburn, Ptolemaios G. Sarrigiannis
Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data. CoRR (2023)
Dominik Klepl, Fei He, Min Wu, Daniel Blackburn, Ptolemaios G. Sarrigiannis
Bispectrum-based Cross-frequency Functional Connectivity: Classification of Alzheimer's disease. EMBC (2022)
Dominik Klepl, Fei He, Min Wu, Matteo De Marco, Daniel J. Blackburn, Ptolemaios G. Sarrigiannis
Characterising Alzheimer's Disease With EEG-Based Energy Landscape Analysis. IEEE J. Biomed. Health Informatics 26 (3) (2022)
Dominik Klepl, Fei He, Min Wu, Daniel J. Blackburn, Matteo De Marco, Ptolemaios G. Sarrigiannis
Characterising Alzheimer's Disease with EEG-based Energy Landscape Analysis. CoRR (2021)
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
Using interictal seizure-free EEG data to recognise patients with epilepsy based on machine learning of brain functional connectivity. Biomed. Signal Process. Control. 67 (2021)
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
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 39 (5) (2020)
Yifan Zhao, Ramon C. Laguna, Yitian Zhao, Jimmy Jiang Liu, Xiongxiong He, John Yianni, Ptolemaios G. Sarrigiannis
A Wavelet-Based Correlation Analysis Framework to Study Cerebromuscular Activity in Essential Tremor. Complex. 2018 (2018)
Yang Li, Hua-Liang Wei, Stephen A. Billings, Ptolemaios G. Sarrigiannis
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. 47 (11) (2016)
Fei He, Hua-Liang Wei, Stephen A. Billings, Ptolemaios G. Sarrigiannis
A Nonlinear Generalization of Spectral Granger Causality. IEEE Trans. Biomed. Eng. 61 (6) (2014)
Fei He, Stephen A. Billings, Hua-Liang Wei, Ptolemaios G. Sarrigiannis, Yifan Zhao
Spectral Analysis for Nonstationary and Nonlinear Systems: A Discrete-Time-Model-Based Approach. IEEE Trans. Biomed. Eng. 60 (8) (2013)
Yifan Zhao, Stephen A. Billings, Hua-Liang Wei, Ptolemaios G. Sarrigiannis
A Parametric Method to Measure Time-Varying Linear and Nonlinear Causality With Applications to EEG Data. IEEE Trans. Biomed. Eng. 60 (11) (2013)