{"id":"https://openalex.org/W4310122200","doi":"https://doi.org/10.1007/978-981-19-8222-4_6","title":"SE-1DCNN-LSTM: A Deep Learning Framework for EEG-Based Automatic Diagnosis of Major Depressive Disorder and Bipolar Disorder","display_name":"SE-1DCNN-LSTM: A Deep Learning Framework for EEG-Based Automatic Diagnosis of Major Depressive Disorder and Bipolar Disorder","publication_year":2022,"publication_date":"2022-11-29","ids":{"openalex":"https://openalex.org/W4310122200","doi":"https://doi.org/10.1007/978-981-19-8222-4_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-19-8222-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-8222-4_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5011491890","display_name":"Ziyu Zhao","orcid":"https://orcid.org/0000-0003-0562-5969"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyu Zhao","raw_affiliation_strings":["National University of Defense Technology, Changsha, 410073, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002208932","display_name":"Hui Shen","orcid":"https://orcid.org/0000-0002-5582-4555"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Shen","raw_affiliation_strings":["National University of Defense Technology, Changsha, 410073, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071074935","display_name":"Dewen Hu","orcid":"https://orcid.org/0000-0001-7357-0053"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dewen Hu","raw_affiliation_strings":["National University of Defense Technology, Changsha, 410073, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050971786","display_name":"Kerang Zhang","orcid":"https://orcid.org/0000-0002-7397-2738"},"institutions":[{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]},{"id":"https://openalex.org/I4210125748","display_name":"First Hospital of Shanxi Medical University","ror":"https://ror.org/02vzqaq35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210125748"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kerang Zhang","raw_affiliation_strings":["First Hospital of Shanxi Medical University, Taiyuan, 030012, China"],"affiliations":[{"raw_affiliation_string":"First Hospital of Shanxi Medical University, Taiyuan, 030012, China","institution_ids":["https://openalex.org/I4210125748","https://openalex.org/I17721919"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050971786"],"corresponding_institution_ids":["https://openalex.org/I17721919","https://openalex.org/I4210125748"],"apc_list":null,"apc_paid":null,"fwci":2.0626,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88607799,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"60","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"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":0.9997000098228455,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9991000294685364,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9929999709129333,"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/bipolar-disorder","display_name":"Bipolar disorder","score":0.7077916264533997},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.696414589881897},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.683363139629364},{"id":"https://openalex.org/keywords/major-depressive-disorder","display_name":"Major depressive disorder","score":0.6478867530822754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4770578444004059},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4197292625904083},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4040285646915436},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3645530939102173},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.3554062247276306},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2631551921367645},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.23931720852851868},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.11474591493606567}],"concepts":[{"id":"https://openalex.org/C2776174506","wikidata":"https://www.wikidata.org/wiki/Q131755","display_name":"Bipolar disorder","level":3,"score":0.7077916264533997},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.696414589881897},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.683363139629364},{"id":"https://openalex.org/C2780051608","wikidata":"https://www.wikidata.org/wiki/Q42844","display_name":"Major depressive disorder","level":3,"score":0.6478867530822754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4770578444004059},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4197292625904083},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4040285646915436},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3645530939102173},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.3554062247276306},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2631551921367645},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.23931720852851868},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.11474591493606567}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-19-8222-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-8222-4_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1527919954","https://openalex.org/W1693712237","https://openalex.org/W1881397201","https://openalex.org/W2065494735","https://openalex.org/W2093792557","https://openalex.org/W2116581684","https://openalex.org/W2150692529","https://openalex.org/W2156687477","https://openalex.org/W2158005469","https://openalex.org/W2398919200","https://openalex.org/W2559463885","https://openalex.org/W2741907166","https://openalex.org/W2790404832","https://openalex.org/W2800428573","https://openalex.org/W2904468204","https://openalex.org/W2947343305","https://openalex.org/W2963420686","https://openalex.org/W2975758053","https://openalex.org/W3046474724","https://openalex.org/W3102455230"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2110523656","https://openalex.org/W1482209366","https://openalex.org/W2521627374","https://openalex.org/W2981954115"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
