{"id":"https://openalex.org/W4410226740","doi":"https://doi.org/10.1109/jbhi.2025.3568624","title":"MuST-GCN: Multiscale and Hybrid Spatial Temporal Graph Convolutional Network for Accurate Identification of Alcohol Abuse and Alcohol Dependence Within Alcohol Use Disorder","display_name":"MuST-GCN: Multiscale and Hybrid Spatial Temporal Graph Convolutional Network for Accurate Identification of Alcohol Abuse and Alcohol Dependence Within Alcohol Use Disorder","publication_year":2025,"publication_date":"2025-05-09","ids":{"openalex":"https://openalex.org/W4410226740","doi":"https://doi.org/10.1109/jbhi.2025.3568624","pmid":"https://pubmed.ncbi.nlm.nih.gov/40343818"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2025.3568624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3568624","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yule Sun","orcid":"https://orcid.org/0009-0001-5612-0568"},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yule Sun","raw_affiliation_strings":["Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0001-5612-0568","affiliations":[{"raw_affiliation_string":"Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102859092","display_name":"Rui Ding","orcid":"https://orcid.org/0000-0002-4591-1065"},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Ding","raw_affiliation_strings":["Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4591-1065","affiliations":[{"raw_affiliation_string":"Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103033945","display_name":"Rusdi Abd Rashid","orcid":"https://orcid.org/0000-0002-1295-7382"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Rusdi Bin Abd Rashid","raw_affiliation_strings":["Department of Psychological Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychological Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101409314","display_name":"Ming Ma","orcid":"https://orcid.org/0000-0002-2666-6295"},"institutions":[{"id":"https://openalex.org/I19772626","display_name":"Yeshiva University","ror":"https://ror.org/045x93337","country_code":"US","type":"education","lineage":["https://openalex.org/I19772626"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming Ma","raw_affiliation_strings":["Department of Graduate Computer Science and Engineering, Katz School of Science and Health, Yeshiva University, New York, NY, USA","Department of Graduate Computer Science and Engineering, Katz School of Science and Health, Yeshiva University, New York, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Graduate Computer Science and Engineering, Katz School of Science and Health, Yeshiva University, New York, NY, USA","institution_ids":["https://openalex.org/I19772626"]},{"raw_affiliation_string":"Department of Graduate Computer Science and Engineering, Katz School of Science and Health, Yeshiva University, New York, USA","institution_ids":["https://openalex.org/I19772626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100617313","display_name":"Muhammad Umer Farooq","orcid":"https://orcid.org/0000-0002-2865-9953"},"institutions":[{"id":"https://openalex.org/I4210142644","display_name":"Intel (Malaysia)","ror":"https://ror.org/048jw1p35","country_code":"MY","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210142644"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Muhammad Umer Farooq","raw_affiliation_strings":["Intel, Penang, Malaysia","SoC Design Verification Engineer, Intel, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-2865-9953","affiliations":[{"raw_affiliation_string":"Intel, Penang, Malaysia","institution_ids":[]},{"raw_affiliation_string":"SoC Design Verification Engineer, Intel, Malaysia","institution_ids":["https://openalex.org/I4210142644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103116435","display_name":"Jing Chen","orcid":"https://orcid.org/0000-0003-2395-6120"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210147103","display_name":"Beijing HuiLongGuan Hospital","ror":"https://ror.org/03wgqqb38","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210110145","https://openalex.org/I4210135108","https://openalex.org/I4210147103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingxu Chen","raw_affiliation_strings":["Beijing HuilongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2395-6120","affiliations":[{"raw_affiliation_string":"Beijing HuilongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing, China","institution_ids":["https://openalex.org/I4210147103","https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100772068","display_name":"Shuang\u2010Jiang Zhou","orcid":"https://orcid.org/0000-0001-9913-8074"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210147103","display_name":"Beijing HuiLongGuan Hospital","ror":"https://ror.org/03wgqqb38","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210110145","https://openalex.org/I4210135108","https://openalex.org/I4210147103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuangjiang Zhou","raw_affiliation_strings":["Beijing HuilongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9913-8074","affiliations":[{"raw_affiliation_string":"Beijing HuilongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing, China","institution_ids":["https://openalex.org/I4210147103","https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101677431","display_name":"Jinhong Ding","orcid":"https://orcid.org/0000-0003-3574-9508"},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhong Ding","raw_affiliation_strings":["School of Psychology, Capital Normal University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3574-9508","affiliations":[{"raw_affiliation_string":"School of Psychology, Capital Normal University, Beijing, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020520941","display_name":"Likun Xia","orcid":"https://orcid.org/0000-0002-9593-2737"},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Likun Xia","raw_affiliation_strings":["Laboratory of Neural Computing and Intelligent Perception, International Science and Technology Cooperation Base of Electronic System Reliability and Mathematical Interdisciplinary, College of Information Engineering, Capital Normal University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9593-2737","affiliations":[{"raw_affiliation_string":"Laboratory of Neural Computing and Intelligent Perception, International Science and Technology Cooperation Base of Electronic System Reliability and Mathematical Interdisciplinary, College of Information Engineering, Capital Normal University, Beijing, China","institution_ids":["https://openalex.org/I96852419"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I96852419"],"apc_list":null,"apc_paid":null,"fwci":2.6057,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.90393627,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"29","issue":"11","first_page":"7997","last_page":"8010"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8102999925613403,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8102999925613403,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7305999994277954,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11207","display_name":"Alcohol Consumption and Health Effects","score":0.6797000169754028,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/alcohol-use-disorder","display_name":"Alcohol use disorder","score":0.688630998134613},{"id":"https://openalex.org/keywords/alcohol-abuse","display_name":"Alcohol abuse","score":0.6398165225982666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6248396039009094},{"id":"https://openalex.org/keywords/alcohol","display_name":"Alcohol","score":0.5896473526954651},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.46420225501060486},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4516887962818146},{"id":"https://openalex.org/keywords/alcohol-dependence","display_name":"Alcohol dependence","score":0.4483456015586853},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34568917751312256},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3393233120441437},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.28269004821777344},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2490430772304535},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.1839669942855835}],"concepts":[{"id":"https://openalex.org/C2779442783","wikidata":"https://www.wikidata.org/wiki/Q15326","display_name":"Alcohol use disorder","level":3,"score":0.688630998134613},{"id":"https://openalex.org/C2780931562","wikidata":"https://www.wikidata.org/wiki/Q7331102","display_name":"Alcohol abuse","level":2,"score":0.6398165225982666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6248396039009094},{"id":"https://openalex.org/C2781066024","wikidata":"https://www.wikidata.org/wiki/Q156","display_name":"Alcohol","level":2,"score":0.5896473526954651},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.46420225501060486},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4516887962818146},{"id":"https://openalex.org/C2779436514","wikidata":"https://www.wikidata.org/wiki/Q4713263","display_name":"Alcohol dependence","level":3,"score":0.4483456015586853},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34568917751312256},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3393233120441437},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.28269004821777344},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2490430772304535},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1839669942855835},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000437","descriptor_name":"Alcoholism","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000437","descriptor_name":"Alcoholism","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000437","descriptor_name":"Alcoholism","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000437","descriptor_name":"Alcoholism","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D000437","descriptor_name":"Alcoholism","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D000437","descriptor_name":"Alcoholism","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2025.3568624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3568624","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:40343818","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40343818","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.550000011920929,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G8376497703","display_name":null,"funder_award_id":"4242033","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"}],"funders":[{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1140683063","https://openalex.org/W1496028880","https://openalex.org/W1565904831","https://openalex.org/W1965171919","https://openalex.org/W2023690765","https://openalex.org/W2029905732","https://openalex.org/W2042786282","https://openalex.org/W2064675550","https://openalex.org/W2076782668","https://openalex.org/W2076861093","https://openalex.org/W2078152479","https://openalex.org/W2145305894","https://openalex.org/W2156982859","https://openalex.org/W2157509169","https://openalex.org/W2162363996","https://openalex.org/W2312677041","https://openalex.org/W2328530108","https://openalex.org/W2342766803","https://openalex.org/W2559463885","https://openalex.org/W2752782242","https://openalex.org/W2775650215","https://openalex.org/W2783130581","https://openalex.org/W2903871660","https://openalex.org/W2910282992","https://openalex.org/W2942792988","https://openalex.org/W2972349915","https://openalex.org/W2992762269","https://openalex.org/W3024961463","https://openalex.org/W3047405387","https://openalex.org/W3112003035","https://openalex.org/W3115292829","https://openalex.org/W3119135172","https://openalex.org/W3195508803","https://openalex.org/W3206241967","https://openalex.org/W4205839526","https://openalex.org/W4212845493","https://openalex.org/W4213304230","https://openalex.org/W4226020799","https://openalex.org/W4229455366","https://openalex.org/W4285494354","https://openalex.org/W4308444194","https://openalex.org/W4312565043","https://openalex.org/W4313134639","https://openalex.org/W4313525664","https://openalex.org/W4323652803","https://openalex.org/W4386148071","https://openalex.org/W4389494956","https://openalex.org/W4390992071","https://openalex.org/W4394699177","https://openalex.org/W4399377402","https://openalex.org/W4399728199","https://openalex.org/W4400314496","https://openalex.org/W4401908476","https://openalex.org/W4404788825","https://openalex.org/W4404911254","https://openalex.org/W4406260736","https://openalex.org/W4406947780","https://openalex.org/W4407843640","https://openalex.org/W4414507649"],"related_works":["https://openalex.org/W1963963362","https://openalex.org/W2037726212","https://openalex.org/W4237828388","https://openalex.org/W2146162029","https://openalex.org/W2491962173","https://openalex.org/W4401318015","https://openalex.org/W2061667181","https://openalex.org/W4229573436","https://openalex.org/W2166717470","https://openalex.org/W2902281163"],"abstract_inverted_index":{"Alcohol":[0,5,9],"Use":[1],"Disorder":[2],"(AUD),":[3],"encompassing":[4],"Abuse":[6],"(AA)":[7],"and":[8,22,28,48,93,116,134,150,161,178,191,210,213,221],"Dependence":[10],"(AD),":[11],"is":[12,42,57,66,197],"a":[13,53,89,185],"chronic,":[14],"relapsing":[15],"brain":[16,82,138,176],"condition":[17],"that":[18,101],"can":[19,30],"cause":[20],"mental":[21],"physical":[23],"issues.":[24],"Confusion":[25],"between":[26],"AA":[27,56,115,149],"AD":[29,65,117,151],"lead":[31],"to":[32,45,60,103,140,165,224],"ineffective":[33],"or":[34],"even":[35],"excessively":[36],"aggressive":[37],"treatments,":[38],"but":[39],"distinguishing":[40],"them":[41],"difficult":[43],"due":[44],"similar":[46],"symptoms":[47],"physiological":[49],"indicators.":[50],"Fortunately,":[51],"from":[52,171],"psychological":[54,72],"perspective,":[55],"closely":[58],"linked":[59],"poor":[61],"behavioral":[62],"control,":[63],"while":[64],"associated":[67],"with":[68,129],"affective":[69],"lability.":[70],"These":[71],"mechanisms":[73,164],"are":[74],"differently":[75],"featured":[76],"in":[77,148,217],"the":[78,105,167,174],"activity":[79],"of":[80,107,114,137,208],"patients'":[81],"regions.":[83],"Inspired":[84],"by":[85],"this,":[86],"we":[87],"propose":[88],"model":[90],"called":[91],"Multiscale":[92,124],"Hybrid":[94,153],"Spatial":[95,154],"Temporal":[96,155],"Graph":[97],"Convolutional":[98],"Network":[99],"(MuST-GCN)":[100],"enables":[102],"extract":[104,141],"features":[106,169],"electroencephalogram":[108],"(EEG)":[109],"signals":[110],"for":[111],"accurate":[112],"identification":[113],"within":[118],"AUD.":[119],"It":[120],"includes":[121],"two":[122,203],"modules:":[123],"Feature":[125],"Extraction":[126],"(MSFE)":[127],"module":[128,158,183],"GCN":[130],"concurrently":[131],"analyzes":[132],"inter-regional":[133],"intra-regional":[135],"connectivity":[136,146],"regions":[139,177],"EEG":[142],"features,":[143],"exploring":[144],"functional":[145],"differences":[147],"patients;":[152],"Memory":[156],"(HSTM)":[157],"integrates":[159],"spatial":[160],"temporal":[162,179],"attention":[163],"refine":[166],"significant":[168],"extracted":[170],"MSFE,":[172],"targeting":[173],"key":[175],"dynamics.":[180],"The":[181],"HSTM":[182],"yields":[184],"refined":[186],"feature":[187],"representation":[188],"reducing":[189],"overfitting":[190],"improving":[192],"multiclass":[193],"classification":[194,206],"accuracy.":[195],"MuST-GCN":[196],"evaluated":[198],"using":[199],"five-fold":[200],"cross-validation":[201],"on":[202],"datasets,":[204],"achieving":[205],"accuracies":[207],"90.74%":[209],"99.99%,":[211],"respectively,":[212],"demonstrating":[214],"superior":[215],"performance":[216],"identifying":[218],"AA,":[219],"AD,":[220],"AUD":[222],"compared":[223],"existing":[225],"methods.":[226]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-07T23:20:04.922697","created_date":"2025-10-10T00:00:00"}
