Partial directed coherence analysis of resting-state EEG signals for alcohol use disorder detection using machine learning.

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Title: Partial directed coherence analysis of resting-state EEG signals for alcohol use disorder detection using machine learning.
Authors: Mohd Nazri AK; Maintenance Department, PETRONAS Gas Berhad, Kerteh, Terengganu, Malaysia., Yahya N; Centre for Intelligent Signal and Imaging Research (CISIR), Electrical and Electronic Engineering Department, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Perak, Malaysia., Khan DM; Department of Data Science and Artificial Intelligence, School of Engineering and Technology, Sunway University, Petaling Jaya, Selangor, Malaysia., Mohd Radzi NZ; Centre for Intelligent Signal and Imaging Research (CISIR), Electrical and Electronic Engineering Department, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Perak, Malaysia., Badruddin N; Centre for Intelligent Signal and Imaging Research (CISIR), Electrical and Electronic Engineering Department, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Perak, Malaysia., Abdul Latiff AH; Centre for Subsurface Imaging, Department of Geosciences, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Perak, Malaysia., Abdulaal MJ; Center of Excellence in Intelligent Engineering Systems (CEIES), Department of Electrical and Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia.
Source: Frontiers in neuroscience [Front Neurosci] 2025 Jan 10; Vol. 18, pp. 1524513. Date of Electronic Publication: 2025 Jan 10 (Print Publication: 2024).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101478481 Publication Model: eCollection Cited Medium: Print ISSN: 1662-4548 (Print) Linking ISSN: 1662453X NLM ISO Abbreviation: Front Neurosci Subsets: PubMed not MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Mohd+Nazri+AK%22">Mohd Nazri AK</searchLink>; Maintenance Department, PETRONAS Gas Berhad, Kerteh, Terengganu, Malaysia.<br /><searchLink fieldCode="AU" term="%22Yahya+N%22">Yahya N</searchLink>; Centre for Intelligent Signal and Imaging Research (CISIR), Electrical and Electronic Engineering Department, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Perak, Malaysia.<br /><searchLink fieldCode="AU" term="%22Khan+DM%22">Khan DM</searchLink>; Department of Data Science and Artificial Intelligence, School of Engineering and Technology, Sunway University, Petaling Jaya, Selangor, Malaysia.<br /><searchLink fieldCode="AU" term="%22Mohd+Radzi+NZ%22">Mohd Radzi NZ</searchLink>; Centre for Intelligent Signal and Imaging Research (CISIR), Electrical and Electronic Engineering Department, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Perak, Malaysia.<br /><searchLink fieldCode="AU" term="%22Badruddin+N%22">Badruddin N</searchLink>; Centre for Intelligent Signal and Imaging Research (CISIR), Electrical and Electronic Engineering Department, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Perak, Malaysia.<br /><searchLink fieldCode="AU" term="%22Abdul+Latiff+AH%22">Abdul Latiff AH</searchLink>; Centre for Subsurface Imaging, Department of Geosciences, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Perak, Malaysia.<br /><searchLink fieldCode="AU" term="%22Abdulaal+MJ%22">Abdulaal MJ</searchLink>; Center of Excellence in Intelligent Engineering Systems (CEIES), Department of Electrical and Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Research+Foundation%22">Frontiers Research Foundation </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101478481 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>1662-4548 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%221662453X%22">1662453X </searchLink><i>NLM ISO Abbreviation: </i>Front Neurosci <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3389/fnins.2024.1524513
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        Text: English
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      – TitleFull: Partial directed coherence analysis of resting-state EEG signals for alcohol use disorder detection using machine learning.
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              Text: 2025 Jan 10
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