{"id":"https://openalex.org/W4388016326","doi":"https://doi.org/10.1109/aibthings58340.2023.10292456","title":"A Novel Deep-Learning Based Approach for Mild Cognitive Impairment Screening in Patients with Parkinson\u2019s Disease","display_name":"A Novel Deep-Learning Based Approach for Mild Cognitive Impairment Screening in Patients with Parkinson\u2019s Disease","publication_year":2023,"publication_date":"2023-09-16","ids":{"openalex":"https://openalex.org/W4388016326","doi":"https://doi.org/10.1109/aibthings58340.2023.10292456"},"language":"en","primary_location":{"id":"doi:10.1109/aibthings58340.2023.10292456","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aibthings58340.2023.10292456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings)","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/A5065025995","display_name":"Madan Parajuli","orcid":"https://orcid.org/0000-0002-9702-5110"},"institutions":[{"id":"https://openalex.org/I83809506","display_name":"University of South Alabama","ror":"https://ror.org/01s7b5y08","country_code":"US","type":"education","lineage":["https://openalex.org/I83809506"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Madan Parajuli","raw_affiliation_strings":["University of South Alabama,Electrical and Computer Engineering,Mobile,AL,USA","Electrical and Computer Engineering, University of South Alabama, Mobile, AL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Alabama,Electrical and Computer Engineering,Mobile,AL,USA","institution_ids":["https://openalex.org/I83809506"]},{"raw_affiliation_string":"Electrical and Computer Engineering, University of South Alabama, Mobile, AL, USA","institution_ids":["https://openalex.org/I83809506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067845430","display_name":"Amy W. Amara","orcid":"https://orcid.org/0000-0003-0762-9656"},"institutions":[{"id":"https://openalex.org/I4210110494","display_name":"Centre for Movement Disorders","ror":"https://ror.org/019hmfn94","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210110494"]},{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Amy W. Amara","raw_affiliation_strings":["University of Colorado,Movement Disorders Center,Aurora,CO,USA","Movement Disorders Center, University of Colorado, Aurora, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Colorado,Movement Disorders Center,Aurora,CO,USA","institution_ids":["https://openalex.org/I4210110494","https://openalex.org/I921990950"]},{"raw_affiliation_string":"Movement Disorders Center, University of Colorado, Aurora, CO, USA","institution_ids":["https://openalex.org/I51713134","https://openalex.org/I921990950"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085512777","display_name":"Mohamed Shaban","orcid":"https://orcid.org/0000-0003-4900-1859"},"institutions":[{"id":"https://openalex.org/I83809506","display_name":"University of South Alabama","ror":"https://ror.org/01s7b5y08","country_code":"US","type":"education","lineage":["https://openalex.org/I83809506"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed Shaban","raw_affiliation_strings":["University of South Alabama,Electrical and Computer Engineering,Mobile,AL,USA","Electrical and Computer Engineering, University of South Alabama, Mobile, AL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Alabama,Electrical and Computer Engineering,Mobile,AL,USA","institution_ids":["https://openalex.org/I83809506"]},{"raw_affiliation_string":"Electrical and Computer Engineering, University of South Alabama, Mobile, AL, USA","institution_ids":["https://openalex.org/I83809506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1924,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58660131,"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":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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":0.9926999807357788,"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/T10985","display_name":"Sleep and Wakefulness Research","score":0.9502000212669373,"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":0.7494862079620361},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.6862659454345703},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.5807704925537109},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5805494785308838},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5238680243492126},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.479539155960083},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.4324640929698944},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.4311888515949249},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4110233783721924},{"id":"https://openalex.org/keywords/motor-symptoms","display_name":"Motor symptoms","score":0.4104804992675781},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.23418286442756653},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.21829861402511597}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.7494862079620361},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.6862659454345703},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.5807704925537109},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5805494785308838},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5238680243492126},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.479539155960083},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4324640929698944},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.4311888515949249},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4110233783721924},{"id":"https://openalex.org/C3018987647","wikidata":"https://www.wikidata.org/wiki/Q3221083","display_name":"Motor symptoms","level":4,"score":0.4104804992675781},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.23418286442756653},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.21829861402511597}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aibthings58340.2023.10292456","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aibthings58340.2023.10292456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.46000000834465027}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338440","display_name":"HORIZON EUROPE Health","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W62603772","https://openalex.org/W1605377341","https://openalex.org/W1892765086","https://openalex.org/W1992734254","https://openalex.org/W2012087458","https://openalex.org/W2034139177","https://openalex.org/W2072515387","https://openalex.org/W2132490686","https://openalex.org/W2156013560","https://openalex.org/W2281923782","https://openalex.org/W2295695388","https://openalex.org/W2513283541","https://openalex.org/W2572070013","https://openalex.org/W2949442460","https://openalex.org/W3115358267"],"related_works":["https://openalex.org/W3117140735","https://openalex.org/W3118175407","https://openalex.org/W2775767512","https://openalex.org/W2509676662","https://openalex.org/W3150365316","https://openalex.org/W2913756183","https://openalex.org/W4254915353","https://openalex.org/W2315466868","https://openalex.org/W2406584085","https://openalex.org/W2794116287"],"abstract_inverted_index":{"Parkinson\u2019s":[0],"disease":[1,39],"(PD)":[2],"is":[3,24],"a":[4,51,85],"progressive":[5],"neurodegenerative":[6],"disorder":[7],"with":[8,70],"motor":[9],"and":[10,18,42,90,99,117],"non-motor":[11],"complications":[12],"including":[13],"mild":[14],"cognitive":[15,44],"impairment":[16],"(MCI)":[17],"dementia.":[19],"Early":[20],"detection":[21],"of":[22,37,61,81,115,122],"MCI":[23,83],"crucial":[25],"to":[26,40,64,95,111],"initiate":[27],"appropriate":[28],"therapeutic":[29],"treatments":[30],"that":[31,107],"may":[32,108],"possibly":[33],"delay":[34],"the":[35,38,58,113],"progression":[36,114],"dementia":[41],"severe":[43],"dysfunction.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49],"propose":[50],"three-dimensional":[52],"convolutional":[53],"neural":[54],"network":[55],"applied":[56],"on":[57],"time-scale":[59],"representation":[60],"sleep":[62],"electroencephalography":[63],"classify":[65],"PD":[66,116],"patients":[67],"into":[68],"subjects":[69],"normal":[71],"cognition":[72],"(NC)":[73],"or":[74],"MCI.":[75,123],"The":[76],"proposed":[77],"framework":[78],"was":[79],"capable":[80],"screening":[82],"at":[84],"high":[86],"accuracy,":[87],"sensitivity,":[88],"specificity,":[89],"quadratic":[91],"weighted":[92],"kappa":[93],"up":[94],"95.9%,":[96],"94.9%,":[97],"95%":[98],"91%":[100],"respectively.":[101],"This":[102],"represents":[103],"an":[104,119],"important":[105],"tool":[106],"allow":[109],"clinicians":[110],"monitor":[112],"support":[118],"objective":[120],"diagnosis":[121]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}