{"id":"https://openalex.org/W2801544021","doi":"https://doi.org/10.1007/s00521-018-3494-1","title":"On the analysis of speech and disfluencies for automatic detection of Mild Cognitive Impairment","display_name":"On the analysis of speech and disfluencies for automatic detection of Mild Cognitive Impairment","publication_year":2018,"publication_date":"2018-05-08","ids":{"openalex":"https://openalex.org/W2801544021","doi":"https://doi.org/10.1007/s00521-018-3494-1","mag":"2801544021"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-018-3494-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-018-3494-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-018-3494-1.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00521-018-3494-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"K. L\u00f3pez-de-Ipi\u00f1a","orcid":null},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"K. L\u00f3pez-de-Ipi\u00f1a","raw_affiliation_strings":["Faculty of Engineering, Universidad del Pa\u00eds Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), 20018, Donostia-San Sebastian, Spain"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universidad del Pa\u00eds Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), 20018, Donostia-San Sebastian, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046998043","display_name":"U. Martinez-de-Lizarduy","orcid":null},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"U. Martinez-de-Lizarduy","raw_affiliation_strings":["Faculty of Engineering, Universidad del Pa\u00eds Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), 20018, Donostia-San Sebastian, Spain"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universidad del Pa\u00eds Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), 20018, Donostia-San Sebastian, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106184586","display_name":"Pilar M. Calvo","orcid":null},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"P. M. Calvo","raw_affiliation_strings":["Faculty of Engineering, Universidad del Pa\u00eds Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), 20018, Donostia-San Sebastian, Spain"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universidad del Pa\u00eds Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), 20018, Donostia-San Sebastian, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108662707","display_name":"B. Beitia","orcid":null},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"B. Beitia","raw_affiliation_strings":["Faculty of Engineering, Universidad del Pa\u00eds Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), 20018, Donostia-San Sebastian, Spain"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universidad del Pa\u00eds Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), 20018, Donostia-San Sebastian, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000756781","display_name":"J. Garc\u00eda-Melero","orcid":null},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. Garc\u00eda-Melero","raw_affiliation_strings":["Faculty of Engineering, Universidad del Pa\u00eds Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), 20018, Donostia-San Sebastian, Spain"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universidad del Pa\u00eds Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), 20018, Donostia-San Sebastian, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029952354","display_name":"Elsa Fern\u00e1ndez","orcid":"https://orcid.org/0000-0001-9142-7752"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"E. Fern\u00e1ndez","raw_affiliation_strings":["Faculty of Engineering, Universidad del Pa\u00eds Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), 20018, Donostia-San Sebastian, Spain"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universidad del Pa\u00eds Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), 20018, Donostia-San Sebastian, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011040115","display_name":"Mirian Ecay\u2010Torres","orcid":"https://orcid.org/0000-0001-7170-6180"},"institutions":[{"id":"https://openalex.org/I4210152675","display_name":"Fundacion CITA Alzheimer","ror":"https://ror.org/041c71a74","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210152675"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Ecay-Torres","raw_affiliation_strings":["Fundaci\u00f3n CITA Alzheimer, 20009, Donostia, Spain"],"affiliations":[{"raw_affiliation_string":"Fundaci\u00f3n CITA Alzheimer, 20009, Donostia, Spain","institution_ids":["https://openalex.org/I4210152675"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056214167","display_name":"Marcos Fa\u00fandez-Zanuy","orcid":"https://orcid.org/0000-0003-0605-1282"},"institutions":[{"id":"https://openalex.org/I4210134155","display_name":"Hospital de Matar\u00f3","ror":"https://ror.org/04cy4z909","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210134155"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Faundez-Zanuy","raw_affiliation_strings":["Tecnocampus Matar\u00f3, Escola Superior Polit\u00e8cnica de Matar\u00f3 (UPF), 08302, Matar\u00f3, Spain"],"affiliations":[{"raw_affiliation_string":"Tecnocampus Matar\u00f3, Escola Superior Polit\u00e8cnica de Matar\u00f3 (UPF), 08302, Matar\u00f3, Spain","institution_ids":["https://openalex.org/I4210134155"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010580459","display_name":"Pedro J. Sanz","orcid":"https://orcid.org/0000-0003-3382-1553"},"institutions":[{"id":"https://openalex.org/I4210134155","display_name":"Hospital de Matar\u00f3","ror":"https://ror.org/04cy4z909","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210134155"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"P. Sanz","raw_affiliation_strings":["Neurology Department, Mataro Hospital, 08302, Matar\u00f3, Spain"],"affiliations":[{"raw_affiliation_string":"Neurology Department, Mataro Hospital, 08302, Matar\u00f3, Spain","institution_ids":["https://openalex.org/I4210134155"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I169108374"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.7529,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.85007483,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"32","issue":"20","first_page":"15761","last_page":"15769"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9567000269889832,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9567000269889832,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9336000084877014,"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"}},{"id":"https://openalex.org/T10465","display_name":"Neurobiology of Language and Bilingualism","score":0.9003000259399414,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6937467455863953},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.6739117503166199},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5610381960868835},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5550195574760437},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.5302279591560364},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5217995643615723},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.5076936483383179},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5017960071563721},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.49678876996040344},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4476361870765686},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.43604928255081177},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17040443420410156},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08016043901443481},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0753929615020752}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6937467455863953},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6739117503166199},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5610381960868835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5550195574760437},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.5302279591560364},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5217995643615723},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.5076936483383179},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5017960071563721},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.49678876996040344},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4476361870765686},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.43604928255081177},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17040443420410156},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08016043901443481},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0753929615020752},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00521-018-3494-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-018-3494-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-018-3494-1.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:addi.ehu.es:10810/50209","is_oa":true,"landing_page_url":"http://hdl.handle.net/10810/50209","pdf_url":null,"source":{"id":"https://openalex.org/S4306401964","display_name":"Communities in ADDI (University of the Basque Country)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169108374","host_organization_name":"University of the Basque Country","host_organization_lineage":["https://openalex.org/I169108374"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s00521-018-3494-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-018-3494-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-018-3494-1.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7400000095367432}],"awards":[{"id":"https://openalex.org/G1224945033","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G1473817046","display_name":null,"funder_award_id":"IT11156","funder_id":"https://openalex.org/F4320321919","funder_display_name":"Euskal Herriko Unibertsitatea"}],"funders":[{"id":"https://openalex.org/F4320321919","display_name":"Euskal Herriko Unibertsitatea","ror":"https://ror.org/000xsnr85"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2801544021.pdf","grobid_xml":"https://content.openalex.org/works/W2801544021.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W254692632","https://openalex.org/W297245444","https://openalex.org/W1527994630","https://openalex.org/W1617817728","https://openalex.org/W1965462372","https://openalex.org/W1993071697","https://openalex.org/W2059615610","https://openalex.org/W2077562320","https://openalex.org/W2116645326","https://openalex.org/W2121282288","https://openalex.org/W2333932404","https://openalex.org/W2502199579","https://openalex.org/W2736702930","https://openalex.org/W2752836443","https://openalex.org/W2768138179","https://openalex.org/W3216401400"],"related_works":["https://openalex.org/W4243114048","https://openalex.org/W1837630526","https://openalex.org/W4237896776","https://openalex.org/W4231665652","https://openalex.org/W4296826658","https://openalex.org/W2529605301","https://openalex.org/W2335589441","https://openalex.org/W1979697693","https://openalex.org/W2164312800","https://openalex.org/W2011903341"],"abstract_inverted_index":{"Abstract":[0],"Alzheimer\u2019s":[1],"disease":[2],"is":[3,44,51,112],"characterized":[4],"by":[5,58,122],"a":[6,13,52,64],"progressive":[7],"and":[8,77,79,103,129],"irreversible":[9],"cognitive":[10,22],"deterioration.":[11],"In":[12],"previous":[14,27],"stage,":[15],"the":[16,118],"so-called":[17],"Mild":[18,91],"Cognitive":[19,92],"Impairment":[20,93],"or":[21],"loss":[23],"appears.":[24],"Nevertheless,":[25],"this":[26],"stage":[28],"does":[29],"not":[30],"seem":[31],"sufficiently":[32],"severe":[33],"to":[34,55,116],"interfere":[35],"in":[36,114],"independent":[37],"abilities":[38],"of":[39,75,124],"daily":[40],"life,":[41],"so":[42],"it":[43],"usually":[45],"diagnosed":[46],"inappropriately.":[47],"Thus,":[48],"its":[49],"detection":[50],"crucial":[53],"challenge":[54],"be":[56,87],"addressed":[57],"medical":[59],"specialists.":[60],"This":[61],"paper":[62],"presents":[63],"novel":[65],"proposal":[66],"for":[67,89],"such":[68],"early":[69],"diagnosis":[70],"based":[71],"on":[72],"automatic":[73,109],"analysis":[74],"speech":[76],"disfluencies,":[78],"Deep":[80,96],"Learning":[81,97],"methodologies.":[82],"The":[83,95],"proposed":[84],"tools":[85],"could":[86],"useful":[88],"supporting":[90],"diagnosis.":[94],"approach":[98],"includes":[99],"Convolutional":[100],"Neural":[101],"Networks":[102],"nonlinear":[104],"multifeature":[105],"modeling.":[106],"Additionally,":[107],"an":[108],"hybrid":[110],"methodology":[111],"used":[113],"order":[115],"select":[117],"most":[119],"relevant":[120],"features":[121],"means":[123],"nonparametric":[125],"Mann\u2013Whitney":[126],"U":[127],"test":[128],"Support":[130],"Vector":[131],"Machine":[132],"Attribute":[133],"evaluation.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
