{"id":"https://openalex.org/W4319765271","doi":"https://doi.org/10.3390/s23041900","title":"Multi Modal Feature Extraction for Classification of Vascular Dementia in Post-Stroke Patients Based on EEG Signal","display_name":"Multi Modal Feature Extraction for Classification of Vascular Dementia in Post-Stroke Patients Based on EEG Signal","publication_year":2023,"publication_date":"2023-02-08","ids":{"openalex":"https://openalex.org/W4319765271","doi":"https://doi.org/10.3390/s23041900","pmid":"https://pubmed.ncbi.nlm.nih.gov/36850499"},"language":"en","primary_location":{"id":"doi:10.3390/s23041900","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23041900","pdf_url":"https://www.mdpi.com/1424-8220/23/4/1900/pdf?version=1675848951","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/4/1900/pdf?version=1675848951","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043349479","display_name":"Sugondo Hadiyoso","orcid":"https://orcid.org/0000-0002-2086-2156"},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]},{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Sugondo Hadiyoso","raw_affiliation_strings":["School of Applied Science, Telkom University, Bandung 40257, Indonesia","School of Electrical Engineering and Informatics, Institut Teknologi Bandung, Bandung 40116, Indonesia"],"affiliations":[{"raw_affiliation_string":"School of Applied Science, Telkom University, Bandung 40257, Indonesia","institution_ids":["https://openalex.org/I862893732"]},{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Institut Teknologi Bandung, Bandung 40116, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036233887","display_name":"Hasballah Zakaria","orcid":"https://orcid.org/0000-0001-8745-2090"},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Hasballah Zakaria","raw_affiliation_strings":["School of Electrical Engineering and Informatics, Institut Teknologi Bandung, Bandung 40116, Indonesia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Institut Teknologi Bandung, Bandung 40116, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009400234","display_name":"Paulus Anam Ong","orcid":"https://orcid.org/0000-0002-0787-2907"},"institutions":[{"id":"https://openalex.org/I4210086620","display_name":"Dr. Hasan Sadikin General Hospital","ror":"https://ror.org/003392690","country_code":"ID","type":"healthcare","lineage":["https://openalex.org/I4210086620"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Paulus Anam Ong","raw_affiliation_strings":["Department of Neurology, Dr. Hasan Sadikin General Hospital, Bandung 40161, Indonesia"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Dr. Hasan Sadikin General Hospital, Bandung 40161, Indonesia","institution_ids":["https://openalex.org/I4210086620"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012976026","display_name":"Tati Latifah Erawati Rajab","orcid":"https://orcid.org/0000-0003-1321-2072"},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Tati Latifah Erawati Rajab","raw_affiliation_strings":["School of Electrical Engineering and Informatics, Institut Teknologi Bandung, Bandung 40116, Indonesia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Institut Teknologi Bandung, Bandung 40116, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043349479"],"corresponding_institution_ids":["https://openalex.org/I134635517","https://openalex.org/I862893732"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.1185,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.76996528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"23","issue":"4","first_page":"1900","last_page":"1900"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9728999733924866,"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"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9728999733924866,"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9110999703407288,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9071999788284302,"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/dementia","display_name":"Dementia","score":0.8649851679801941},{"id":"https://openalex.org/keywords/vascular-dementia","display_name":"Vascular dementia","score":0.7317517995834351},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.6383787989616394},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.591041088104248},{"id":"https://openalex.org/keywords/neurocognitive","display_name":"Neurocognitive","score":0.4933006167411804},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4300856590270996},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.41365134716033936},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4052078425884247},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3876611292362213},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.32280945777893066},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.3013046383857727},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1958695650100708}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.8649851679801941},{"id":"https://openalex.org/C2777952318","wikidata":"https://www.wikidata.org/wiki/Q583908","display_name":"Vascular dementia","level":4,"score":0.7317517995834351},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.6383787989616394},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.591041088104248},{"id":"https://openalex.org/C172467417","wikidata":"https://www.wikidata.org/wiki/Q1670397","display_name":"Neurocognitive","level":3,"score":0.4933006167411804},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4300856590270996},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.41365134716033936},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4052078425884247},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3876611292362213},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.32280945777893066},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.3013046383857727},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1958695650100708},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003704","descriptor_name":"Dementia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003704","descriptor_name":"Dementia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003704","descriptor_name":"Dementia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015140","descriptor_name":"Dementia, Vascular","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D015140","descriptor_name":"Dementia, Vascular","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D015140","descriptor_name":"Dementia, Vascular","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23041900","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23041900","pdf_url":"https://www.mdpi.com/1424-8220/23/4/1900/pdf?version=1675848951","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36850499","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36850499","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9966260","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9966260","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9966260/pdf/sensors-23-01900.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:342daa97f16844c2902eb4dd33d51945","is_oa":true,"landing_page_url":"https://doaj.org/article/342daa97f16844c2902eb4dd33d51945","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 4, p 1900 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/4/1900/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23041900","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23041900","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23041900","pdf_url":"https://www.mdpi.com/1424-8220/23/4/1900/pdf?version=1675848951","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320328515","display_name":"Lembaga Pengelola Dana Pendidikan","ror":null},{"id":"https://openalex.org/F4320330150","display_name":"Universitas Telkom","ror":"https://ror.org/0004wsx81"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4319765271.pdf"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1464481193","https://openalex.org/W1999406563","https://openalex.org/W2019946886","https://openalex.org/W2043301888","https://openalex.org/W2048182196","https://openalex.org/W2058508918","https://openalex.org/W2064159419","https://openalex.org/W2086415200","https://openalex.org/W2105372391","https://openalex.org/W2107565916","https://openalex.org/W2151123821","https://openalex.org/W2167574390","https://openalex.org/W2208817929","https://openalex.org/W2246512549","https://openalex.org/W2320891567","https://openalex.org/W2333775360","https://openalex.org/W2409065804","https://openalex.org/W2516368667","https://openalex.org/W2562639901","https://openalex.org/W2576382126","https://openalex.org/W2585605401","https://openalex.org/W2587543944","https://openalex.org/W2610365930","https://openalex.org/W2761952268","https://openalex.org/W2767262600","https://openalex.org/W2769639544","https://openalex.org/W2792354770","https://openalex.org/W2792777713","https://openalex.org/W2795916348","https://openalex.org/W2805246634","https://openalex.org/W2810418980","https://openalex.org/W2810938442","https://openalex.org/W2895258853","https://openalex.org/W2900338824","https://openalex.org/W2903334206","https://openalex.org/W2925763617","https://openalex.org/W2955006628","https://openalex.org/W2966749056","https://openalex.org/W2988240010","https://openalex.org/W2995365728","https://openalex.org/W3011728773","https://openalex.org/W3035617301","https://openalex.org/W3038794090","https://openalex.org/W3122899326","https://openalex.org/W3127942813","https://openalex.org/W3136501774","https://openalex.org/W3149115212","https://openalex.org/W3163837088","https://openalex.org/W3192073454","https://openalex.org/W3205529532","https://openalex.org/W4206790200","https://openalex.org/W4214591409","https://openalex.org/W6733256867","https://openalex.org/W6769992456","https://openalex.org/W6789295654","https://openalex.org/W6807205571"],"related_works":["https://openalex.org/W2965100217","https://openalex.org/W2394014176","https://openalex.org/W1988395535","https://openalex.org/W1767261720","https://openalex.org/W48976734","https://openalex.org/W3178684802","https://openalex.org/W3031256058","https://openalex.org/W2506441839","https://openalex.org/W2423234176","https://openalex.org/W2898021423"],"abstract_inverted_index":{"Dementia":[0],"is":[1,29,49,54,63,79,104,113,203,285],"a":[2,6,32,140,183,192,274],"term":[3],"that":[4,10],"represents":[5],"set":[7],"of":[8,14,40,45,61,90,101,118,159,172,244,260,268,278,295],"symptoms":[9],"affect":[11],"the":[12,15,41,71,87,157,241,261,265,293],"ability":[13],"brain's":[16],"cognitive":[17,164,221,246],"functions":[18],"related":[19,56],"to":[20,57,73,85,287],"memory,":[21],"thinking,":[22],"behavior,":[23],"and":[24,92,112,129,134,177,188,223,238,255,276,280],"language.":[25],"At":[26],"worst,":[27],"dementia":[28,46,53,103,199],"often":[30],"called":[31],"major":[33],"neurocognitive":[34],"disorder":[35],"or":[36],"senile":[37],"disease.":[38],"One":[39],"most":[42],"common":[43],"types":[44],"after":[47],"Alzheimer's":[48],"vascular":[50,102,198],"dementia.":[51,75,226],"Vascular":[52],"closely":[55],"cerebrovascular":[58],"disease,":[59],"one":[60],"which":[62],"stroke.":[64],"Post-stroke":[65],"patients":[66,202],"with":[67,163,219,225,273],"recurrent":[68],"onset":[69],"have":[70,131],"potential":[72],"develop":[74],"An":[76],"accurate":[77],"diagnosis":[78,158,294],"needed":[80],"for":[81,196,231],"proper":[82],"therapy":[83],"management":[84],"ensure":[86],"patient's":[88],"quality":[89],"life":[91],"prevent":[93],"it":[94,181],"from":[95,215],"worsening.":[96],"The":[97,227,258],"gold":[98],"standard":[99],"diagnostic":[100],"complex,":[105],"includes":[106,234],"psychological":[107],"tests,":[108,111],"complete":[109],"memory":[110],"evidenced":[114],"by":[115,270],"medical":[116],"imaging":[117,123],"brain":[119,122,160],"lesions.":[120],"However,":[121],"methods":[124],"such":[125],"as":[126],"CT-Scan,":[127],"PET-Scan,":[128],"MRI":[130],"high":[132,189],"costs":[133],"cannot":[135],"be":[136,288],"routinely":[137],"used":[138,210,230],"in":[139,155,200,205,292,298],"short":[141],"period.":[142],"For":[143],"more":[144],"than":[145],"two":[146],"decades,":[147],"electroencephalogram":[148],"signal":[149,239],"analysis":[150,168],"has":[151],"been":[152],"an":[153,289],"alternative":[154],"assisting":[156],"diseases":[161],"associated":[162],"decline.":[165],"Traditional":[166],"EEG":[167,194,212],"performs":[169],"visual":[170],"observations":[171],"signals,":[173],"including":[174],"rhythm,":[175],"power,":[176,236],"spikes.":[178],"Of":[179],"course,":[180],"requires":[182],"clinician":[184],"expert,":[185],"time":[186],"consumption,":[187],"costs.":[190],"Therefore,":[191],"quantitative":[193],"method":[195,229],"identifying":[197],"post-stroke":[201,218,224,299],"discussed":[204],"this":[206],"study.":[207],"This":[208,283],"study":[209,284],"19":[211],"channels":[213],"recorded":[214],"normal":[216],"elderly,":[217],"mild":[220],"impairment,":[222],"QEEG":[228],"feature":[232],"extraction":[233],"relative":[235],"coherence,":[237],"complexity;":[240],"evaluation":[242],"performance":[243],"normal-mild":[245],"impairment-dementia":[247],"classification":[248,262],"was":[249],"conducted":[250],"using":[251],"Support":[252],"Vector":[253],"Machine":[254],"K-Nearest":[256],"Neighbor.":[257],"results":[259],"simulation":[263],"showed":[264],"highest":[266],"accuracy":[267],"96%":[269],"Gaussian":[271],"SVM":[272],"sensitivity":[275],"specificity":[277],"95.6%":[279],"97.9%,":[281],"respectively.":[282],"expected":[286],"additional":[290],"criterion":[291],"dementia,":[296],"especially":[297],"patients.":[300]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
