{"id":"https://openalex.org/W3215021794","doi":"https://doi.org/10.1007/s00034-021-01889-1","title":"A Machine Learning-Based Method to Identify Bipolar Disorder Patients","display_name":"A Machine Learning-Based Method to Identify Bipolar Disorder Patients","publication_year":2021,"publication_date":"2021-11-26","ids":{"openalex":"https://openalex.org/W3215021794","doi":"https://doi.org/10.1007/s00034-021-01889-1","mag":"3215021794"},"language":"en","primary_location":{"id":"doi:10.1007/s00034-021-01889-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00034-021-01889-1","pdf_url":null,"source":{"id":"https://openalex.org/S20109229","display_name":"Circuits Systems and Signal Processing","issn_l":"0278-081X","issn":["0278-081X","1531-5878"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320186","host_organization_name":"Birkh\u00e4user","host_organization_lineage":["https://openalex.org/P4310320186","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Birkh\u00e4user","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Circuits, Systems, and Signal Processing","raw_type":"journal-article"},"type":"article","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/A5022806428","display_name":"Jorge Mateo-Sotos","orcid":null},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"J. Mateo-Sotos","raw_affiliation_strings":["Neurobiological Research Group. Institute of Technology, Universidad de Castilla-La Mancha, Cuenca, Spain"],"affiliations":[{"raw_affiliation_string":"Neurobiological Research Group. Institute of Technology, Universidad de Castilla-La Mancha, Cuenca, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067792308","display_name":"Alex Torres","orcid":"https://orcid.org/0000-0002-0167-4619"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. M. Torres","raw_affiliation_strings":["Neurobiological Research Group. Institute of Technology, Universidad de Castilla-La Mancha, Cuenca, Spain"],"affiliations":[{"raw_affiliation_string":"Neurobiological Research Group. Institute of Technology, Universidad de Castilla-La Mancha, Cuenca, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068217114","display_name":"Jos\u00e9 Luis Santos","orcid":"https://orcid.org/0000-0003-2895-0369"},"institutions":[{"id":"https://openalex.org/I4210092665","display_name":"Hospital Virgen de la Luz","ror":"https://ror.org/00k49k182","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210092665","https://openalex.org/I4210141158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. L. Santos","raw_affiliation_strings":["Clinical Psichiatricy Service, Virgen de la Luz Hospital, Cuenca, Spain"],"affiliations":[{"raw_affiliation_string":"Clinical Psichiatricy Service, Virgen de la Luz Hospital, Cuenca, Spain","institution_ids":["https://openalex.org/I4210092665"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023758318","display_name":"\u00d3scar Erades De Quevedo","orcid":null},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"O. Quevedo","raw_affiliation_strings":["School of Electrical Engineering and Computer Science at KTH Royal Institute of Technology, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science at KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059577478","display_name":"C. Basar","orcid":null},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"C. Basar","raw_affiliation_strings":["University of Bremen, Bremen, Germany"],"affiliations":[{"raw_affiliation_string":"University of Bremen, Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022806428"],"corresponding_institution_ids":["https://openalex.org/I79189158"],"apc_list":null,"apc_paid":null,"fwci":2.0181,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.86347508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"41","issue":"4","first_page":"2244","last_page":"2265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.998199999332428,"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":0.998199999332428,"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":0.9937999844551086,"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"}},{"id":"https://openalex.org/T10854","display_name":"Bipolar Disorder and Treatment","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/support-vector-machine","display_name":"Support vector machine","score":0.7761358022689819},{"id":"https://openalex.org/keywords/bipolar-disorder","display_name":"Bipolar disorder","score":0.629762589931488},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5860245823860168},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5561370849609375},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5350052118301392},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4919588267803192},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4827094078063965},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.43435025215148926},{"id":"https://openalex.org/keywords/major-depressive-disorder","display_name":"Major depressive disorder","score":0.4330357611179352},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4107239842414856},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3602531850337982},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3534203767776489},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.22062504291534424},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.14338964223861694},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.11565476655960083}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7761358022689819},{"id":"https://openalex.org/C2776174506","wikidata":"https://www.wikidata.org/wiki/Q131755","display_name":"Bipolar disorder","level":3,"score":0.629762589931488},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5860245823860168},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5561370849609375},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5350052118301392},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4919588267803192},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4827094078063965},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.43435025215148926},{"id":"https://openalex.org/C2780051608","wikidata":"https://www.wikidata.org/wiki/Q42844","display_name":"Major depressive disorder","level":3,"score":0.4330357611179352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4107239842414856},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3602531850337982},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3534203767776489},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.22062504291534424},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.14338964223861694},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.11565476655960083}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00034-021-01889-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00034-021-01889-1","pdf_url":null,"source":{"id":"https://openalex.org/S20109229","display_name":"Circuits Systems and Signal Processing","issn_l":"0278-081X","issn":["0278-081X","1531-5878"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320186","host_organization_name":"Birkh\u00e4user","host_organization_lineage":["https://openalex.org/P4310320186","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Birkh\u00e4user","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Circuits, Systems, and Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1509445416","https://openalex.org/W1862394037","https://openalex.org/W1964000773","https://openalex.org/W1979258014","https://openalex.org/W1985495956","https://openalex.org/W1988234389","https://openalex.org/W1989773682","https://openalex.org/W1996122356","https://openalex.org/W2019885188","https://openalex.org/W2048053690","https://openalex.org/W2052650828","https://openalex.org/W2053019828","https://openalex.org/W2064263898","https://openalex.org/W2100425634","https://openalex.org/W2123715154","https://openalex.org/W2126719297","https://openalex.org/W2129094939","https://openalex.org/W2137778858","https://openalex.org/W2147264168","https://openalex.org/W2156770021","https://openalex.org/W2158698691","https://openalex.org/W2160598114","https://openalex.org/W2289259467","https://openalex.org/W2295598076","https://openalex.org/W2422365436","https://openalex.org/W2551487942","https://openalex.org/W2559256361","https://openalex.org/W2586515809","https://openalex.org/W2603544146","https://openalex.org/W2606436201","https://openalex.org/W2606665849","https://openalex.org/W2746722496","https://openalex.org/W2777010360","https://openalex.org/W2781570638","https://openalex.org/W2786814109","https://openalex.org/W2802711266","https://openalex.org/W2884021537","https://openalex.org/W2885091354","https://openalex.org/W2891154157","https://openalex.org/W2899586618","https://openalex.org/W2910744441","https://openalex.org/W2911520972","https://openalex.org/W2916066245","https://openalex.org/W2934946690","https://openalex.org/W2940010972","https://openalex.org/W2957717272","https://openalex.org/W2960360130","https://openalex.org/W2961631180","https://openalex.org/W2962730407","https://openalex.org/W2965897052","https://openalex.org/W2972337123","https://openalex.org/W2972838422","https://openalex.org/W2980057552","https://openalex.org/W2980943950","https://openalex.org/W2991232928","https://openalex.org/W2993413119","https://openalex.org/W3017142950","https://openalex.org/W3049704679","https://openalex.org/W3084777529","https://openalex.org/W3086882437","https://openalex.org/W3102476541","https://openalex.org/W3204616723","https://openalex.org/W6680704940"],"related_works":["https://openalex.org/W2771255398","https://openalex.org/W3200027047","https://openalex.org/W2966195860","https://openalex.org/W3125536479","https://openalex.org/W4385770464","https://openalex.org/W2930428186","https://openalex.org/W3120363735","https://openalex.org/W4214820172","https://openalex.org/W4386984454","https://openalex.org/W2394323384"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}