{"id":"https://openalex.org/W4407002912","doi":"https://doi.org/10.1007/978-3-031-79038-6_16","title":"Modeling EEG Data into Graphs for\u00a0the\u00a0Prognostic of\u00a0Patients in\u00a0Coma Using Graph Neural Networks","display_name":"Modeling EEG Data into Graphs for\u00a0the\u00a0Prognostic of\u00a0Patients in\u00a0Coma Using Graph Neural Networks","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407002912","doi":"https://doi.org/10.1007/978-3-031-79038-6_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-79038-6_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-79038-6_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034941354","display_name":"Odelmo O. Nascimento","orcid":"https://orcid.org/0000-0001-8360-5600"},"institutions":[{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Odelmo O. Nascimento Junior","raw_affiliation_strings":["Faculty of Computing, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, Brazil"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, Brazil","institution_ids":["https://openalex.org/I80850581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067820653","display_name":"Dhara Louise Campos de Assis","orcid":"https://orcid.org/0000-0002-3840-5594"},"institutions":[{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Dhara L. C. Assis","raw_affiliation_strings":["Faculty of Computing, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, Brazil"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, Brazil","institution_ids":["https://openalex.org/I80850581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017738571","display_name":"Jo\u00e3o Batista Destro Filho","orcid":"https://orcid.org/0000-0001-5306-8058"},"institutions":[{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o B. Destro Filho","raw_affiliation_strings":["Faculty of Computing, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, Brazil"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, Brazil","institution_ids":["https://openalex.org/I80850581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100697945","display_name":"Liang Zhao","orcid":"https://orcid.org/0000-0002-1502-6604"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Liang Zhao","raw_affiliation_strings":["Department of Computing and Mathematics, University of S\u00e3o Paulo, Ribeir\u00e3o Preto, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Mathematics, University of S\u00e3o Paulo, Ribeir\u00e3o Preto, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033849591","display_name":"Murillo G. Carneiro","orcid":"https://orcid.org/0000-0002-2915-8990"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Murillo G. Carneiro","raw_affiliation_strings":["Department of Computing and Mathematics, University of S\u00e3o Paulo, Ribeir\u00e3o Preto, Brazil","Faculty of Computing, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Mathematics, University of S\u00e3o Paulo, Ribeir\u00e3o Preto, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Faculty of Computing, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, Brazil","institution_ids":["https://openalex.org/I80850581"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5034941354"],"corresponding_institution_ids":["https://openalex.org/I80850581"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":18.4794,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.98392232,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"223","last_page":"237"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9751999974250793,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.929099977016449,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/computer-science","display_name":"Computer science","score":0.7984028458595276},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5732991099357605},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5487129092216492},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.51894211769104},{"id":"https://openalex.org/keywords/coma","display_name":"Coma (optics)","score":0.5186706781387329},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42613479495048523},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.324974924325943},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.25551941990852356},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09460371732711792}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7984028458595276},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5732991099357605},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5487129092216492},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.51894211769104},{"id":"https://openalex.org/C100136789","wikidata":"https://www.wikidata.org/wiki/Q1772448","display_name":"Coma (optics)","level":2,"score":0.5186706781387329},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42613479495048523},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.324974924325943},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.25551941990852356},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09460371732711792},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-79038-6_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-79038-6_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1742249066","https://openalex.org/W2024484444","https://openalex.org/W2035987281","https://openalex.org/W2040386562","https://openalex.org/W2064675550","https://openalex.org/W2065285443","https://openalex.org/W2072122428","https://openalex.org/W2072156983","https://openalex.org/W2136117227","https://openalex.org/W2166624857","https://openalex.org/W2278113816","https://openalex.org/W2520956626","https://openalex.org/W2534845137","https://openalex.org/W2765856398","https://openalex.org/W2900085217","https://openalex.org/W2946635138","https://openalex.org/W3024961463","https://openalex.org/W3045665366","https://openalex.org/W3172787012","https://openalex.org/W3209115097","https://openalex.org/W4200076046","https://openalex.org/W4200271192","https://openalex.org/W4361987556","https://openalex.org/W4385482645","https://openalex.org/W4385488700","https://openalex.org/W4386336932","https://openalex.org/W6743198006"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W4323929055"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}