{"id":"https://openalex.org/W2015779498","doi":"https://doi.org/10.1109/sisy.2012.6339488","title":"A Counterpropagation Network based system for screening of Mild Cognitive Impairment","display_name":"A Counterpropagation Network based system for screening of Mild Cognitive Impairment","publication_year":2012,"publication_date":"2012-09-01","ids":{"openalex":"https://openalex.org/W2015779498","doi":"https://doi.org/10.1109/sisy.2012.6339488","mag":"2015779498"},"language":"en","primary_location":{"id":"doi:10.1109/sisy.2012.6339488","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sisy.2012.6339488","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics","raw_type":"proceedings-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/A5103872028","display_name":"Joshua M. Garcia","orcid":null},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]},{"id":"https://openalex.org/I4210118791","display_name":"Instituto Tecnol\u00f3gico de Canarias","ror":"https://ror.org/02wzfbs47","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210118791"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J.M. Mart\u00ednez Garc\u00eda","raw_affiliation_strings":["Instituto Universitario de Ciencias y Tecnolog&#x00ED;as Cibern&#x00E9;ticas, Universidad de Las Palmas de Gran Canaria, Canary Islands, Spain","Instituto Universitario de Ciencias y Tecnolog\u00edas Cibern\u00e9ticas, Universidad de Las Palmas de Gran Canaria, Canary Islands, Spain#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Universitario de Ciencias y Tecnolog&#x00ED;as Cibern&#x00E9;ticas, Universidad de Las Palmas de Gran Canaria, Canary Islands, Spain","institution_ids":["https://openalex.org/I119635470","https://openalex.org/I4210118791"]},{"raw_affiliation_string":"Instituto Universitario de Ciencias y Tecnolog\u00edas Cibern\u00e9ticas, Universidad de Las Palmas de Gran Canaria, Canary Islands, Spain#TAB#","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067077150","display_name":"Patricio Garc\u00eda B\u00e1ez","orcid":"https://orcid.org/0000-0002-9973-5319"},"institutions":[{"id":"https://openalex.org/I158438070","display_name":"Universidad de La Laguna","ror":"https://ror.org/01r9z8p25","country_code":"ES","type":"education","lineage":["https://openalex.org/I158438070"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"P. Garc\u00eda B\u00e1ez","raw_affiliation_strings":["Departamento de Estad&#x00ED;stica, Investigaci&#x00F3;n Operativa y Computaci&#x00F3;n, Universidad de La Laguna, Canary Islands, Spain","Departamento de Estad\u00edstica, Investigaci\u00f3n Operativa y Computaci\u00f3n, Universidad de La Laguna, Canary Islands, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Estad&#x00ED;stica, Investigaci&#x00F3;n Operativa y Computaci&#x00F3;n, Universidad de La Laguna, Canary Islands, Spain","institution_ids":["https://openalex.org/I158438070"]},{"raw_affiliation_string":"Departamento de Estad\u00edstica, Investigaci\u00f3n Operativa y Computaci\u00f3n, Universidad de La Laguna, Canary Islands, Spain","institution_ids":["https://openalex.org/I158438070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064603436","display_name":"M.A. Perez del Pino","orcid":"https://orcid.org/0009-0002-8343-1086"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]},{"id":"https://openalex.org/I4210118791","display_name":"Instituto Tecnol\u00f3gico de Canarias","ror":"https://ror.org/02wzfbs47","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210118791"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M.A. P\u00e9rez del Pino","raw_affiliation_strings":["Instituto Universitario de Ciencias y Tecnolog&#x00ED;as Cibern&#x00E9;ticas, Universidad de Las Palmas de Gran Canaria, Canary Islands, Spain","Instituto Universitario de Ciencias y Tecnolog\u00edas Cibern\u00e9ticas, Universidad de Las Palmas de Gran Canaria, Canary Islands, Spain#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Universitario de Ciencias y Tecnolog&#x00ED;as Cibern&#x00E9;ticas, Universidad de Las Palmas de Gran Canaria, Canary Islands, Spain","institution_ids":["https://openalex.org/I119635470","https://openalex.org/I4210118791"]},{"raw_affiliation_string":"Instituto Universitario de Ciencias y Tecnolog\u00edas Cibern\u00e9ticas, Universidad de Las Palmas de Gran Canaria, Canary Islands, Spain#TAB#","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016012064","display_name":"Carlos Fern\u00e1ndez Viadero","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102629","display_name":"Gobierno de Canarias","ror":"https://ror.org/0172fj584","country_code":"ES","type":"government","lineage":["https://openalex.org/I4210102629"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C. Fern\u00e1ndez Viadero","raw_affiliation_strings":["Unidad de Atenci&#x00F3;n a la Dependencia de Santander, Gobierno de Cantabria, Spain","Unidad de Atenci\u00f3n a la Dependencia de Santander, Gobierno de Cantabria, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unidad de Atenci&#x00F3;n a la Dependencia de Santander, Gobierno de Cantabria, Spain","institution_ids":["https://openalex.org/I4210102629"]},{"raw_affiliation_string":"Unidad de Atenci\u00f3n a la Dependencia de Santander, Gobierno de Cantabria, Spain","institution_ids":["https://openalex.org/I4210102629"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039455671","display_name":"Carmen Paz Su\u00e1rez-Araujo","orcid":"https://orcid.org/0000-0002-8826-0899"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]},{"id":"https://openalex.org/I4210118791","display_name":"Instituto Tecnol\u00f3gico de Canarias","ror":"https://ror.org/02wzfbs47","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210118791"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C.P. Su\u00e1rez-Araujo","raw_affiliation_strings":["Instituto Universitario de Ciencias y Tecnolog&#x00ED;as Cibern&#x00E9;ticas, Universidad de Las Palmas de Gran Canaria, Canary Islands, Spain","Instituto Universitario de Ciencias y Tecnolog\u00edas Cibern\u00e9ticas, Universidad de Las Palmas de Gran Canaria, Canary Islands, Spain#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Universitario de Ciencias y Tecnolog&#x00ED;as Cibern&#x00E9;ticas, Universidad de Las Palmas de Gran Canaria, Canary Islands, Spain","institution_ids":["https://openalex.org/I119635470","https://openalex.org/I4210118791"]},{"raw_affiliation_string":"Instituto Universitario de Ciencias y Tecnolog\u00edas Cibern\u00e9ticas, Universidad de Las Palmas de Gran Canaria, Canary Islands, Spain#TAB#","institution_ids":["https://openalex.org/I119635470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1862,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54294916,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"67","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9955999851226807,"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"}},"topics":[{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9955999851226807,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9796000123023987,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.6498028039932251},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.6417348384857178},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5697631239891052},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47324663400650024},{"id":"https://openalex.org/keywords/alzheimers-disease","display_name":"Alzheimer's disease","score":0.4539508521556854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38497334718704224},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.350345641374588},{"id":"https://openalex.org/keywords/gerontology","display_name":"Gerontology","score":0.3366398215293884},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.1721184253692627},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.12711673974990845}],"concepts":[{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6498028039932251},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.6417348384857178},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5697631239891052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47324663400650024},{"id":"https://openalex.org/C502032728","wikidata":"https://www.wikidata.org/wiki/Q11081","display_name":"Alzheimer's disease","level":3,"score":0.4539508521556854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38497334718704224},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.350345641374588},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.3366398215293884},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.1721184253692627},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.12711673974990845}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/sisy.2012.6339488","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sisy.2012.6339488","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics","raw_type":"proceedings-article"},{"id":"pmh:oai:https://accedacris.ulpgc.es:10553/54652","is_oa":false,"landing_page_url":"http://hdl.handle.net/10553/54652","pdf_url":null,"source":{"id":"https://openalex.org/S4306400136","display_name":"Acceda (Universidad de Las Palmas de Gran Canaria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics, SISY 2012 (6339488), p. 67-72","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1488986653","https://openalex.org/W1489282325","https://openalex.org/W1522648460","https://openalex.org/W1593214660","https://openalex.org/W1888250879","https://openalex.org/W1967402611","https://openalex.org/W1991848143","https://openalex.org/W2018179733","https://openalex.org/W2024998677","https://openalex.org/W2028436804","https://openalex.org/W2044425149","https://openalex.org/W2053257925","https://openalex.org/W2093144777","https://openalex.org/W2103309537","https://openalex.org/W2146089088","https://openalex.org/W2168108872","https://openalex.org/W2328538662","https://openalex.org/W2486844769","https://openalex.org/W2536564777","https://openalex.org/W2768689142","https://openalex.org/W4232670376","https://openalex.org/W4285719527","https://openalex.org/W6685122299"],"related_works":["https://openalex.org/W2368927203","https://openalex.org/W4377093630","https://openalex.org/W3206606357","https://openalex.org/W2076146490","https://openalex.org/W2385644071","https://openalex.org/W2361849558","https://openalex.org/W3035695081","https://openalex.org/W3029015149","https://openalex.org/W2319405020","https://openalex.org/W2045618964"],"abstract_inverted_index":{"Alzheimer's":[0],"Disease":[1],"(AD)":[2],"and":[3,21,39,95,101,112,139,142,179],"other":[4],"dementias":[5],"are":[6],"one":[7],"of":[8,15,24,36,42,74,115,137,146,187,189],"the":[9,16,22,25,37,40,43,57,62,143,184],"public":[10],"health":[11],"challenges":[12],"mainly":[13],"because":[14],"relationship":[17],"between":[18,92,99,173],"population":[19],"longevity":[20],"increase":[23],"pathology":[26],"incidence.":[27],"Furthermore,":[28],"first":[29],"symptoms":[30],"appear":[31],"several":[32],"years":[33],"after":[34],"beginning":[35],"disease":[38],"progression":[41],"cognitive":[44,70,138],"decline":[45],"rises":[46],"over":[47],"time.":[48],"Therefore,":[49],"it":[50],"is":[51,82,91],"necessary":[52],"to":[53,118],"accomplish":[54],"diagnosis":[55],"at":[56],"earliest":[58],"possible":[59],"stage,":[60],"since":[61],"subject":[63],"shows":[64],"a":[65,83,108,113,134,160,170,180],"slight":[66],"impairment":[67],"in":[68,86],"some":[69],"function.":[71],"The":[72,88],"detection":[73],"this":[75,104],"state,":[76],"named":[77],"Mild":[78],"Cognitive":[79],"Impairment":[80],"(MCI),":[81],"complex":[84],"task":[85],"medicine.":[87],"difficult":[89],"distinction":[90],"normal":[93],"ageing":[94],"MCI":[96,100,120,128],"rather":[97],"than":[98],"AD.":[102],"In":[103],"paper,":[105],"we":[106,167],"propose":[107],"CPN":[109],"based":[110],"system":[111,178],"scheme":[114],"data":[116],"fusion":[117],"aid":[119],"diagnosis.":[121],"We":[122,152],"present":[123],"our":[124,174,190],"preliminary":[125],"results":[126],"on":[127],"detection,":[129],"using":[130],"as":[131],"dataset":[132],"structure":[133],"simple":[135],"combination":[136],"functional":[140],"measurements":[141],"educational":[144],"level":[145,186],"patients,":[147],"gathered":[148],"during":[149],"clinical":[150,176,181],"consultations.":[151],"have":[153],"tackled":[154],"an":[155],"imbalanced":[156],"classification":[157],"problem":[158],"developing":[159],"novel":[161],"extended":[162],"over-sampling":[163],"method,":[164],"SNEOM.":[165],"Finally,":[166],"also":[168],"performed":[169],"comparative":[171],"study":[172],"intelligent":[175],"decision":[177],"expert,":[182],"revealing":[183],"high":[185],"performance":[188],"proposal.":[191]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}
