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Human Brain Mapping
2022-12 | Journal article
DOI: 10.1002/hbm.25524
Contributors: Xiaocai Shan; Jun Cao; Shoudong Huo; Liangyu Chen; Ptolemaios Georgios Sarrigiannis; Yifan Zhao
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Spatial–temporal graph convolutional network for Alzheimer classification based on brain functional connectivity imaging of electroencephalogram

Human Brain Mapping
2022-12 | Journal article
DOI: 10.1002/hbm.25994
Contributors: Xiaocai Shan; Jun Cao; Shoudong Huo; Liangyu Chen; Ptolemaios Georgios Sarrigiannis; Yifan Zhao
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Brain functional and effective connectivity based on electroencephalography recordings: A review

Human Brain Mapping
2022-02 | Journal article
DOI: 10.1002/hbm.25683
Contributors: Jun Cao; Yifan Zhao; Xiaocai Shan; Hua‐liang Wei; Yuzhu Guo; Liangyu Chen; John Ahmet Erkoyuncu; Ptolemaios Georgios Sarrigiannis
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A Revised Hilbert-Huang Transformation to Track Non-Stationary Association of Electroencephalography Signals

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2021 | Journal article
DOI: 10.1109/TNSRE.2021.3076311
Contributors: Xiaocai Shan; Shoudong Huo; Lichao Yang; Jun Cao; Jiaru Zou; Liangyu Chen; Ptolemaios Georgios Sarrigiannis; Yifan Zhao
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Using interictal seizure-free EEG data to recognise patients with epilepsy based on machine learning of brain functional connectivity

Biomedical Signal Processing and Control
2021-05 | Journal article
DOI: 10.1016/j.bspc.2021.102554
Part of ISSN: 1746-8094
Contributors: Jun Cao; Kacper Grajcar; Xiaocai Shan; Yifan Zhao; Jiaru Zou; Liangyu Chen; Zhiqing Li; Richard Grunewald; Panagiotis Zis; Matteo De Marco et al.
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Liangyu Chen

Imaging of Nonlinear and Dynamic Functional Brain Connectivity Based on EEG Recordings With the Application on the Diagnosis of Alzheimer’s Disease

IEEE Transactions on Medical Imaging
2020-05 | Journal article
DOI: 10.1109/TMI.2019.2953584
Contributors: Yifan Zhao; Yitian Zhao; Pholpat Durongbhan; Liangyu Chen; Jiang Liu; S. A. Billings; Panagiotis Zis; Zoe C. Unwin; Matteo De Marco; Annalena Venneri et al.
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A Dementia Classification Framework Using Frequency and Time-Frequency Features Based on EEG Signals

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2019-05 | Journal article
DOI: 10.1109/TNSRE.2019.2909100
Contributors: Pholpat Durongbhan; Yifan Zhao; Liangyu Chen; Panagiotis Zis; Matteo De Marco; Zoe C. Unwin; Annalena Venneri; Xiongxiong He; Sheng Li; Yitian Zhao et al.
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