Spectral Analysis for Nonstationary and Nonlinear Systems: A Discrete-Time-Model-Based Approach. - Fei He 002; Stephen A. Billings; Hua-Liang Wei; Ptolemaios G. Sarrigiannis; Yifan Zhao 001 (IEEE Trans. Biomed. Eng., 2013)

A Parametric Method to Measure Time-Varying Linear and Nonlinear Causality With Applications to EEG Data. - Yifan Zhao 001; Stephen A. Billings; Hua-Liang Wei; Ptolemaios G. Sarrigiannis (IEEE Trans. Biomed. Eng., 2013)

A Nonlinear Generalization of Spectral Granger Causality. - Fei He 002; Hua-Liang Wei; Stephen A. Billings; Ptolemaios G. Sarrigiannis (IEEE Trans. Biomed. Eng., 2014)

Identification of nonlinear time-varying systems using an online sliding-window and common model structure selection (CMSS) approach with applications to EEG. - Yang Li 010; Hua-Liang Wei; Stephen A. Billings; Ptolemaios G. Sarrigiannis (Int. J. Syst. Sci., 2016)

A Wavelet-Based Correlation Analysis Framework to Study Cerebromuscular Activity in Essential Tremor. - Yifan Zhao 001; Ramon C. Laguna; Yitian Zhao; Jimmy Jiang Liu; Xiongxiong He; John Yianni; Ptolemaios G. Sarrigiannis (Complex., 2018)

Imaging of Nonlinear and Dynamic Functional Brain Connectivity Based on EEG Recordings With the Application on the Diagnosis of Alzheimer's Disease. - Yifan Zhao 001; Yitian Zhao; Pholpat Durongbhan; Liangyu Chen; Jiang Liu 001; S. A. Billings; Panagiotis Zis; Zoe C. Unwin; Matteo De Marco; Annalena Venneri; Daniel Blackburn; Ptolemaios G. Sarrigiannis (IEEE Trans. Medical Imaging, 2020)

Using interictal seizure-free EEG data to recognise patients with epilepsy based on machine learning of brain functional connectivity. - Jun Cao; Kacper Grajcar; Xiaocai Shan; Yifan Zhao 001; Jiaru Zou; Liangyu Chen; Zhiqing Li; Richard Grunewald; Panagiotis Zis; Matteo De Marco; Zoe C. Unwin; Daniel Blackburn; et al. (Biomed. Signal Process. Control., 2021)

Bispectrum-based Cross-frequency Functional Connectivity: Classification of Alzheimer's disease. - Dominik Klepl; Fei He 002; Min Wu 008; Daniel Blackburn; Ptolemaios G. Sarrigiannis (EMBC, 2022)

Characterising Alzheimer's Disease With EEG-Based Energy Landscape Analysis. - Dominik Klepl; Fei He 002; Min Wu 008; Matteo De Marco; Daniel J. Blackburn; Ptolemaios G. Sarrigiannis (IEEE J. Biomed. Health Informatics, 2022)

Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data. - Dominik Klepl; Fei He 002; Min Wu 008; Daniel J. Blackburn; Ptolemaios G. Sarrigiannis (CoRR, 2023)

Dementia classification using a graph neural network on imaging of effective brain connectivity. - Jun Cao; Lichao Yang; Ptolemaios G. Sarrigiannis; Daniel Blackburn; Yifan Zhao 001 (Comput. Biol. Medicine, 2024)