{"id":"https://openalex.org/W3212936076","doi":"https://doi.org/10.1145/3426020.3426160","title":"Early Stage Diagnosis of Parkinson\u2019s Disease Using HOS Features of EEG Signals","display_name":"Early Stage Diagnosis of Parkinson\u2019s Disease Using HOS Features of EEG Signals","publication_year":2020,"publication_date":"2020-09-17","ids":{"openalex":"https://openalex.org/W3212936076","doi":"https://doi.org/10.1145/3426020.3426160","mag":"3212936076"},"language":"en","primary_location":{"id":"doi:10.1145/3426020.3426160","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3426020.3426160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 9th International Conference on Smart Media and Applications","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/A5056283320","display_name":"Seyed Alireza Khoshnevis","orcid":"https://orcid.org/0000-0002-5726-4045"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Seyed Alireza Khoshnevis","raw_affiliation_strings":["University of South Florida, USA"],"affiliations":[{"raw_affiliation_string":"University of South Florida, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075180874","display_name":"In-Ho Ra","orcid":"https://orcid.org/0000-0002-3936-1116"},"institutions":[{"id":"https://openalex.org/I120158604","display_name":"Kunsan National University","ror":"https://ror.org/02yj55q56","country_code":"KR","type":"education","lineage":["https://openalex.org/I120158604"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"In-Ho Ra","raw_affiliation_strings":["Kunsan National University, S. Korea"],"affiliations":[{"raw_affiliation_string":"Kunsan National University, S. Korea","institution_ids":["https://openalex.org/I120158604"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059073882","display_name":"Ravi Sankar","orcid":"https://orcid.org/0000-0003-2206-6767"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ravi Sankar","raw_affiliation_strings":["University of South Florida, USA"],"affiliations":[{"raw_affiliation_string":"University of South Florida, USA","institution_ids":["https://openalex.org/I2613432"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056283320"],"corresponding_institution_ids":["https://openalex.org/I2613432"],"apc_list":null,"apc_paid":null,"fwci":0.1115,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.46066166,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"438","last_page":"440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9984999895095825,"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":0.9984999895095825,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9839000105857849,"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/T10919","display_name":"Neurological disorders and treatments","score":0.9803000092506409,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.727442741394043},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.7058671712875366},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.6296629905700684},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.3988867998123169},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38441938161849976},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.38046354055404663},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3059040606021881},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.24186062812805176},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21744346618652344},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.0847618579864502},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.0763537585735321}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.727442741394043},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.7058671712875366},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.6296629905700684},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.3988867998123169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38441938161849976},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.38046354055404663},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3059040606021881},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.24186062812805176},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21744346618652344},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0847618579864502},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0763537585735321},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3426020.3426160","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3426020.3426160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 9th International Conference on Smart Media and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7300000190734863,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1498584892","https://openalex.org/W1593583142","https://openalex.org/W1648310281","https://openalex.org/W1967277574","https://openalex.org/W1979148805","https://openalex.org/W1999771120","https://openalex.org/W2084627109","https://openalex.org/W2123714584","https://openalex.org/W2134919037","https://openalex.org/W2156000847","https://openalex.org/W2540590185","https://openalex.org/W2559749850","https://openalex.org/W2566459171","https://openalex.org/W2975332678","https://openalex.org/W2985480298"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W3134596587","https://openalex.org/W3216329096","https://openalex.org/W2416973532","https://openalex.org/W3116665257"],"abstract_inverted_index":{"Parkinson's":[0],"disease":[1,7,23],"(PD)":[2],"is":[3,24,58],"a":[4,87],"common":[5],"neurodegenerative":[6],"that":[8],"causes":[9],"involuntary":[10],"muscle":[11],"movements":[12],"and":[13,48,73,83],"tremor":[14],"among":[15],"other":[16],"symptoms.":[17],"One":[18],"approach":[19],"to":[20,36,59,100],"diagnosing":[21],"this":[22,40,56],"by":[25],"analyzing":[26],"the":[27,32,37,93,102],"electroencephalography":[28],"(EEG)":[29],"signals":[30],"of":[31,39,42,55,78],"patients.":[33],"However,":[34],"due":[35],"complexity":[38],"type":[41],"signal,":[43],"more":[44],"advanced":[45],"feature":[46],"extraction":[47],"classification":[49,77],"methods":[50],"are":[51,98],"required.":[52],"The":[53],"goal":[54],"study":[57],"combine":[60],"six":[61],"well-known":[62],"features":[63,72],"in":[64],"EEG":[65],"analysis":[66],"with":[67],"eight":[68,96],"higher":[69],"order":[70],"statistical":[71],"use":[74],"them":[75],"for":[76],"early":[79],"stage":[80],"PD":[81],"(1st":[82],"2nd":[84],"stage)":[85],"from":[86],"healthy":[88],"control":[89],"group.":[90],"After":[91],"extracting":[92],"required":[94],"features,":[95],"classifiers":[97],"employed":[99],"classify":[101],"signals.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}