Search Results - "Bezerianos, Anastasios"

Functional cortical connectivity analysis of mental fatigue unmasks hemispheric asymmetry and changes in small-world networks by Sun, Yu, Lim, Julian, Kwok, Kenneth, Bezerianos, Anastasios

“…•We studied functional connectivity patterns during a mentally fatiguing task.•Shortest path length increased with fatigue, suggesting suboptimal…”
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Between-Frequency Topographical and Dynamic High-Order Functional Connectivity for Driving Drowsiness Assessment by Harvy, Jonathan, Thakor, Nitish, Bezerianos, Anastasios, Li, Junhua

“…Previous studies exploring driving drowsiness utilized spectral power and functional connectivity without considering between-frequency and more complex…”
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Reliability of EEG Measures in Driving Fatigue by Harvy, Jonathan, Bezerianos, Anastasios, Li, Junhua

“…Reliability investigation of measures is important in studies of brain science and neuroengineering. Measures' reliability hasn't been investigated across…”
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Latent Space Coding Capsule Network for Mental Workload Classification by Yu, Yinhu, Bezerianos, Anastasios, Cichocki, Andrzej, Li, Junhua

“…Mental workload can be monitored in real time, which helps us improve work efficiency by maintaining an appropriate workload level. Based on previous studies,…”
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Self-Attentive Channel-Connectivity Capsule Network for EEG-Based Driving Fatigue Detection by Chen, Chuangquan, Ji, Zhouyu, Sun, Yu, Bezerianos, Anastasios, Thakor, Nitish, Wang, Hongtao

“…Deep neural networks have recently been successfully extended to EEG-based driving fatigue detection. Nevertheless, most existing models fail to reveal the…”
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Spatio-Spectral Representation Learning for Electroencephalographic Gait-Pattern Classification by Goh, Sim Kuan, Abbass, Hussein A., Tan, Kay Chen, Al-Mamun, Abdullah, Thakor, Nitish, Bezerianos, Anastasios, Li, Junhua

“…The brain plays a pivotal role in locomotion by coordinating muscles through interconnections that get established by the peripheral nervous system. To date,…”
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Self-Regulation Phenomenon Emerged During Prolonged Fatigue Driving: An EEG Connectivity Study by Li, Gang, Wang, Jie, Xu, Wanxiu, Wu, Kuijun, Liu, Yufeng, Bezerianos, Anastasios, Sun, Yu

“…Driving fatigue is a common experience for most drivers and can reduce human cognition and judgment abilities. Previous studies have exhibited a phenomenon of…”
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Disrupted functional brain connectivity and its association to structural connectivity in amnestic mild cognitive impairment and Alzheimer's disease by Sun, Yu, Yin, Qihua, Fang, Rong, Yan, Xiaoxiao, Wang, Ying, Bezerianos, Anastasios, Tang, Huidong, Miao, Fei, Sun, Junfeng

“…Although anomalies in the topological architecture of whole-brain connectivity have been found to be associated with Alzheimer's disease (AD), our…”
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Driving Fatigue Classification Based on Fusion Entropy Analysis Combining EOG and EEG by Wang, Hongtao, Wu, Cong, Li, Ting, He, Yuebang, Chen, Peng, Bezerianos, Anastasios

“…The rising number of traffic accidents has become a major issue in our daily life, which has attracted the concern of society and governments. To deal with…”
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Distinct spatio-temporal and spectral brain patterns for different thermal stimuli perception by Tayeb, Zied, Dragomir, Andrei, Lee, Jin Ho, Abbasi, Nida Itrat, Dean, Emmanuel, Bandla, Aishwarya, Bose, Rohit, Sundar, Raghav, Bezerianos, Anastasios, Thakor, Nitish V., Cheng, Gordon

“…Understanding the human brain’s perception of different thermal sensations has sparked the interest of many neuroscientists. The identification of distinct…”
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Machine learning technique reveals intrinsic characteristics of schizophrenia: an alternative method by Li, Junhua, Sun, Yu, Huang, Yi, Bezerianos, Anastasios, Yu, Rongjun

“…Machine learning technique has long been utilized to assist disease diagnosis, increasing clinical physicians’ confidence in their decision and expediting the…”
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The effects of a mid-task break on the brain connectome in healthy participants: A resting-state functional MRI study by Sun, Yu, Lim, Julian, Dai, Zhongxiang, Wong, KianFoong, Taya, Fumihiko, Chen, Yu, Li, Junhua, Thakor, Nitish, Bezerianos, Anastasios

“…Although rest breaks are commonly administered as a countermeasure to reduce mental fatigue and boost cognitive performance, the effects of taking a break on…”
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Disruption of brain anatomical networks in schizophrenia: A longitudinal, diffusion tensor imaging based study by Sun, Yu, Chen, Yu, Lee, Renick, Bezerianos, Anastasios, Collinson, Simon L, Sim, Kang

“…Abstract Despite convergent neuroimaging evidence indicating a wide range of brain abnormalities in schizophrenia, our understanding of alterations in the…”
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Emotion Recognition and Dynamic Functional Connectivity Analysis Based on EEG by Liu, Xucheng, Li, Ting, Tang, Cong, Xu, Tao, Chen, Peng, Bezerianos, Anastasios, Wang, Hongtao

“…Although emotion recognition techniques have been well developed, the understanding of the neural mechanism remains rudimentary. The traditional static network…”
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Individual Variability in Brain Connectivity Patterns and Driving-Fatigue Dynamics by Giannakopoulou, Olympia, Kakkos, Ioannis, Dimitrakopoulos, Georgios N, Tarousi, Marilena, Sun, Yu, Bezerianos, Anastasios, Koutsouris, Dimitrios D, Matsopoulos, George K

“…Mental fatigue during driving poses significant risks to road safety, necessitating accurate assessment methods to mitigate potential hazards. This study…”
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EEG Cortical Connectivity Analysis of Working Memory Reveals Topological Reorganization in Theta and Alpha Bands by Dai, Zhongxiang, de Souza, Joshua, Lim, Julian, Ho, Paul M, Chen, Yu, Li, Junhua, Thakor, Nitish, Bezerianos, Anastasios, Sun, Yu

“…Numerous studies have revealed various working memory (WM)-related brain activities that originate from various cortical regions and oscillate at different…”
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Neural Mechanisms of Mental Fatigue Revisited: New Insights from the Brain Connectome by Qi, Peng, Ru, Hua, Gao, Lingyun, Zhang, Xiaobing, Zhou, Tianshu, Tian, Yu, Thakor, Nitish, Bezerianos, Anastasios, Li, Jinsong, Sun, Yu

“…Maintaining sustained attention during a prolonged cognitive task often comes at a cost: high levels of mental fatigue. Heuristically, mental fatigue refers to…”
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Motor Imagery Decoding Enhancement Based on Hybrid EEG-fNIRS Signals by Xu, Tao, Zhou, Zhengkang, Yang, Yuliang, Li, Yu, Li, Junhua, Bezerianos, Anastasios, Wang, Hongtao

“…This study explores the combination of electroencephalogram (EEG) and functional near-infrared spectroscopy (fNIRS) to enhance the decoding performance of…”
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An EEG study of human trust in autonomous vehicles based on graphic theoretical analysis by Xu, Tao, Dragomir, Andrei, Liu, Xucheng, Yin, Haojun, Wan, Feng, Bezerianos, Anastasios, Wang, Hongtao

“…With the development of autonomous vehicle technology, human-centered transport research will likely shift to the interaction between humans and vehicles. This…”
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CHRONOS: a time-varying method for microRNA-mediated subpathway enrichment analysis by Vrahatis, Aristidis G, Dimitrakopoulou, Konstantina, Balomenos, Panos, Tsakalidis, Athanasios K, Bezerianos, Anastasios

“…In the era of network medicine and the rapid growth of paired time series mRNA/microRNA expression experiments, there is an urgent need for pathway enrichment…”
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