A multi-head residual connection GCN for EEG emotion recognition

X Qiu, S Wang, R Wang, Y Zhang, L Huang - Computers in Biology and …, 2023 - Elsevier
Electroencephalography (EEG) emotion recognition is a crucial aspect of human-computer
interaction. However, conventional neural networks have limitations in extracting profound …

EEG signal classification of tinnitus based on SVM and sample entropy

M Jianbiao, W Xinzui, L Zhaobo, L Juan… - Computer Methods in …, 2023 - Taylor & Francis
The prevalence of tinnitus is high and seriously affects the daily life of patients. As the
pathogenesis of tinnitus is not yet clear, there is a lack of rapid and objective diagnostic …

Use of Some Relevant Parameters for Primary Prediction of Brain Activity in Idiopathic Tinnitus Based on a Machine Learning Application

S Mohsen, M Sadeghijam, S Talebian… - Audiology and …, 2023 - karger.com
Introduction: Tinnitus is one of the most common complaints, distressing about 15–24% of
the adult population. Because of its pathophysiology heterogeneity, no curable treatment …

Kalman filtering to reduce measurement noise of sample entropy: An electroencephalographic study

N Zhang, Y Zhai, Y Li, J Zhou, M Zhai, C Tang, K Xie - Plos one, 2024 - journals.plos.org
In the analysis of electroencephalography (EEG), entropy can be used to quantify the rate of
generation of new information. Entropy has long been known to suffer from variance that …

A novel ECG and EEG classification system based on nonlinear statistical features

J Wang, W Jiang, J Kim - Fractals, 2023 - World Scientific
Accurate classification of the medical signals is urgently needed in clinical medicine. This
paper aims to create a classifier to shorten the time of the classification and ensure the …

Study on tinnitus-related electroencephalogram microstates in patients with vestibular schwannomas

C Zhang, X Wang, Z Ding, H Zhou, P Liu… - Frontiers in …, 2023 - frontiersin.org
Tinnitus is closely associated with cognition functioning. In order to clarify the central
reorganization of tinnitus in patients with vestibular schwannoma (VS), this study explored …

[HTML][HTML] Gap pre-pulse inhibition of the cortical auditory evoked potentials as a possible objective tinnitus assessment tool

S Shayanmehr, N Rahbar, A Pourbakht… - Iranian Journal of …, 2023 - ncbi.nlm.nih.gov
Objectives The objective assessment tests overcome the variability of subjective methods.
Cortical recordings with gap pre-pulse inhibition of the acoustic startle reflex stimulus have …

Electroencephalographic microstates in vestibular schwannoma patients with tinnitus

C Zhang, X Wang, Z Ding, H Zhou, P Liu… - … Fang yi ke da xue xue …, 2023 - europepmc.org
Objective To explore the biomarkers of tinnitus in vestibular schwannoma patients using
electroencephalographic (EEG) microstate technology. Methods The EEG and clinical data …

[HTML][HTML] 听神经瘤伴耳鸣患者的脑电微状态

张驰, 王晓光, 丁志伟, 周函汶, 刘鹏… - Journal of Southern …, 2023 - ncbi.nlm.nih.gov
听神经瘤伴耳鸣患者的脑电微状态- PMC Back to Top Skip to main content NIH NLM Logo
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[PDF][PDF] Incorporating Auditory Cortex Potentials and Gap Pre-pulse Inhibition of Acoustic Startle: A Probable Way to Objectively Assess Tinnitus

S Shayanmehr, N Rahbar… - Function and …, 2023 - pdfs.semanticscholar.org
Methods: Studies were identified by searching electronic databases with relevant keywords.
Results: The role of the auditory cortex in processing short gaps, the possibility of evaluating …