{"id":"https://openalex.org/W2028962579","doi":"https://doi.org/10.1109/embc.2013.6609531","title":"Classification of iRBD and Parkinson's disease patients based on eye movements during sleep","display_name":"Classification of iRBD and Parkinson's disease patients based on eye movements during sleep","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2028962579","doi":"https://doi.org/10.1109/embc.2013.6609531","mag":"2028962579","pmid":"https://pubmed.ncbi.nlm.nih.gov/24109718"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2013.6609531","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2013.6609531","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5056556643","display_name":"Julie Anja Engelhard Christensen","orcid":"https://orcid.org/0000-0003-4225-3359"},"institutions":[{"id":"https://openalex.org/I35570632","display_name":"\u00d8rsted (Denmark)","ror":"https://ror.org/02as34v38","country_code":"DK","type":"company","lineage":["https://openalex.org/I35570632"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Julie A. E. Christensen","raw_affiliation_strings":["DTU Electrical Eng., \u00d8rsteds Plads, bldg. 349, DK-2800 Kgs. Lyngby, Denmark","DTU Electr. Eng., Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"DTU Electrical Eng., \u00d8rsteds Plads, bldg. 349, DK-2800 Kgs. Lyngby, Denmark","institution_ids":["https://openalex.org/I35570632"]},{"raw_affiliation_string":"DTU Electr. Eng., Lyngby, Denmark","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110580579","display_name":"Henriette Koch","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136010","display_name":"Danish Geotechnical Society","ror":"https://ror.org/040v7fz77","country_code":"DK","type":"other","lineage":["https://openalex.org/I4210136010"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Henriette Koch","raw_affiliation_strings":["DTU Electrical Engineering, Kongens Lyngby, Denmark","DTU Electr. Eng., Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"DTU Electrical Engineering, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I4210136010"]},{"raw_affiliation_string":"DTU Electr. Eng., Lyngby, Denmark","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073439771","display_name":"Rune Frandsen","orcid":"https://orcid.org/0000-0001-6069-126X"},"institutions":[{"id":"https://openalex.org/I2802086085","display_name":"Glostrup Hospital","ror":"https://ror.org/05p1frt18","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802086085","https://openalex.org/I2802567020","https://openalex.org/I2802709434","https://openalex.org/I4210145385"]},{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Rune Frandsen","raw_affiliation_strings":["Sleep Medicine, Department of Clinical Neurophysiology Faculty of Health Sciences, Glostrup Hospital, Center for Healthy Aging, University of Copenhagen, Glostrup, Denmark","Dept. of Clinical Neurophysiol., Univ. of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Sleep Medicine, Department of Clinical Neurophysiology Faculty of Health Sciences, Glostrup Hospital, Center for Healthy Aging, University of Copenhagen, Glostrup, Denmark","institution_ids":["https://openalex.org/I2802086085","https://openalex.org/I124055696"]},{"raw_affiliation_string":"Dept. of Clinical Neurophysiol., Univ. of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000288919","display_name":"Jacob Kempfner","orcid":null},"institutions":[{"id":"https://openalex.org/I35570632","display_name":"\u00d8rsted (Denmark)","ror":"https://ror.org/02as34v38","country_code":"DK","type":"company","lineage":["https://openalex.org/I35570632"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jacob Kempfner","raw_affiliation_strings":["DTU Electrical Eng., \u00d8rsteds Plads, bldg. 349, DK-2800 Kgs. Lyngby, Denmark","DTU Electr. Eng., Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"DTU Electrical Eng., \u00d8rsteds Plads, bldg. 349, DK-2800 Kgs. Lyngby, Denmark","institution_ids":["https://openalex.org/I35570632"]},{"raw_affiliation_string":"DTU Electr. Eng., Lyngby, Denmark","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018873273","display_name":"Lars Arvastson","orcid":null},"institutions":[{"id":"https://openalex.org/I133593841","display_name":"Lundbeck (Denmark)","ror":"https://ror.org/0564cd633","country_code":"DK","type":"company","lineage":["https://openalex.org/I133593841"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Lars Arvastson","raw_affiliation_strings":["H. Lundbeck A/S, Valby, Denmark","H. Lundbeck A/S [Valby, Denmark]"],"affiliations":[{"raw_affiliation_string":"H. Lundbeck A/S, Valby, Denmark","institution_ids":["https://openalex.org/I133593841"]},{"raw_affiliation_string":"H. Lundbeck A/S [Valby, Denmark]","institution_ids":["https://openalex.org/I133593841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112776907","display_name":"S\u00f8ren Rahn Christensen","orcid":null},"institutions":[{"id":"https://openalex.org/I133593841","display_name":"Lundbeck (Denmark)","ror":"https://ror.org/0564cd633","country_code":"DK","type":"company","lineage":["https://openalex.org/I133593841"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Soren R. Christensen","raw_affiliation_strings":["H. Lundbeck A/S, Valby, Denmark","H. Lundbeck A/S [Valby, Denmark]"],"affiliations":[{"raw_affiliation_string":"H. Lundbeck A/S, Valby, Denmark","institution_ids":["https://openalex.org/I133593841"]},{"raw_affiliation_string":"H. Lundbeck A/S [Valby, Denmark]","institution_ids":["https://openalex.org/I133593841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057912258","display_name":"Helge B. D. S\u00f8rensen","orcid":"https://orcid.org/0000-0001-5716-7600"},"institutions":[{"id":"https://openalex.org/I4210136010","display_name":"Danish Geotechnical Society","ror":"https://ror.org/040v7fz77","country_code":"DK","type":"other","lineage":["https://openalex.org/I4210136010"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Helge B. D. Sorensen","raw_affiliation_strings":["DTU Electrical Engineering, Kongens Lyngby, Denmark","DTU Electr. Eng., Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"DTU Electrical Engineering, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I4210136010"]},{"raw_affiliation_string":"DTU Electr. Eng., Lyngby, Denmark","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049561335","display_name":"Poul Jennum","orcid":"https://orcid.org/0000-0001-6986-5254"},"institutions":[{"id":"https://openalex.org/I2802086085","display_name":"Glostrup Hospital","ror":"https://ror.org/05p1frt18","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802086085","https://openalex.org/I2802567020","https://openalex.org/I2802709434","https://openalex.org/I4210145385"]},{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Poul Jennum","raw_affiliation_strings":["Sleep Medicine, Department of Clinical Neurophysiology Faculty of Health Sciences, Glostrup Hospital, Center for Healthy Aging, University of Copenhagen, Glostrup, Denmark","Dept. of Clinical Neurophysiol., Univ. of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Sleep Medicine, Department of Clinical Neurophysiology Faculty of Health Sciences, Glostrup Hospital, Center for Healthy Aging, University of Copenhagen, Glostrup, Denmark","institution_ids":["https://openalex.org/I2802086085","https://openalex.org/I124055696"]},{"raw_affiliation_string":"Dept. of Clinical Neurophysiol., Univ. of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5056556643"],"corresponding_institution_ids":["https://openalex.org/I35570632"],"apc_list":null,"apc_paid":null,"fwci":1.2248,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.79416097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2013","issue":null,"first_page":"441","last_page":"444"},"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":0.9878000020980835,"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":0.9878000020980835,"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/T10985","display_name":"Sleep and Wakefulness Research","score":0.9876999855041504,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9839000105857849,"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/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5487093925476074},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.5418773889541626},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4328070282936096},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4243782162666321},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.4197281002998352},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.40222954750061035},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36011627316474915},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33534106612205505},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.12890157103538513}],"concepts":[{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5487093925476074},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.5418773889541626},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4328070282936096},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4243782162666321},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.4197281002998352},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.40222954750061035},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36011627316474915},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33534106612205505},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.12890157103538513},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"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":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004585","descriptor_name":"Electrooculography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004585","descriptor_name":"Electrooculography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004585","descriptor_name":"Electrooculography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005133","descriptor_name":"Eye Movements","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005133","descriptor_name":"Eye Movements","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005133","descriptor_name":"Eye Movements","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020187","descriptor_name":"REM Sleep Behavior Disorder","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D020187","descriptor_name":"REM Sleep Behavior Disorder","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D020187","descriptor_name":"REM Sleep Behavior Disorder","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D020187","descriptor_name":"REM Sleep Behavior Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D020187","descriptor_name":"REM Sleep Behavior Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D020187","descriptor_name":"REM Sleep Behavior Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D020187","descriptor_name":"REM Sleep Behavior Disorder","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D020187","descriptor_name":"REM Sleep Behavior Disorder","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D020187","descriptor_name":"REM Sleep Behavior Disorder","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2013.6609531","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2013.6609531","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:24109718","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24109718","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/d5f8415e-e2ba-45f6-ba2a-a796a2d7fa80","is_oa":false,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/d5f8415e-e2ba-45f6-ba2a-a796a2d7fa80","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Christensen , G J , Koch , H , Frandsen , R A V , Kempfner , J , Arvastson , L , Christensen , S R , Sorensen , H B D & Jennum , P 2013 , ' Classification of iRBD and Parkinson's disease patients based on eye movements during sleep ' , Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference , vol. 2013 , pp. 441-4 . https://doi.org/10.1109/EMBC.2013.6609531","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5799999833106995,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1880262756","https://openalex.org/W1964514448","https://openalex.org/W1991354131","https://openalex.org/W2050270942","https://openalex.org/W2086681524","https://openalex.org/W2091583060","https://openalex.org/W2127607522","https://openalex.org/W2156706132","https://openalex.org/W4237791300"],"related_works":["https://openalex.org/W2394466068","https://openalex.org/W1987683558","https://openalex.org/W2229271988","https://openalex.org/W2726838704","https://openalex.org/W4406487592","https://openalex.org/W438207291","https://openalex.org/W3134596587","https://openalex.org/W3216329096","https://openalex.org/W2416973532","https://openalex.org/W3116665257"],"abstract_inverted_index":{"Patients":[0],"suffering":[1,44],"from":[2,45,71,85,123],"the":[3,33,116,124,134,138,148,154,159],"sleep":[4,8],"disorder":[5,10],"idiopathic":[6],"rapid-eye-movement":[7],"behavior":[9],"(iRBD)":[11],"have":[12],"been":[13],"observed":[14],"to":[15,29],"be":[16],"in":[17,32,79,115,133,182],"high":[18],"risk":[19],"of":[20,137,166,171,176,198],"developing":[21],"Parkinson's":[22],"disease":[23],"(PD).":[24],"This":[25,38,179],"makes":[26],"it":[27],"essential":[28],"analyze":[30],"them":[31],"search":[34],"for":[35,112],"PD":[36,48,104,189],"biomarkers.":[37],"study":[39,180],"aims":[40],"at":[41],"classifying":[42],"patients":[43,101,190],"iRBD":[46,100,187],"or":[47],"based":[49,67],"on":[50,68,94],"features":[51,69,120,149],"reflecting":[52,128],"eye":[53],"movements":[54],"(EMs)":[55],"during":[56,200],"sleep.":[57,201],"A":[58],"Latent":[59],"Dirichlet":[60],"Allocation":[61],"(LDA)":[62],"topic":[63,109,125],"model":[64,91],"was":[65,92],"developed":[66],"extracted":[70,122],"two":[72],"electrooculographic":[73],"(EOG)":[74],"signals":[75],"measured":[76],"as":[77],"parts":[78],"full":[80],"night":[81],"polysomnographic":[82],"(PSG)":[83],"recordings":[84],"ten":[86,95,99,103],"control":[87,97],"subjects.":[88],"The":[89],"trained":[90],"tested":[93],"other":[96],"subjects,":[98],"and":[102,131,147,151,158,173,188],"patients,":[105],"obtaining":[106],"a":[107,142,164,169,183],"EM":[108,139],"mixture":[110,126],"diagram":[111],"each":[113],"subject":[114],"test":[117],"dataset.":[118],"Three":[119],"were":[121,161],"diagrams,":[127],"\"certainty\",":[129],"\"fragmentation\"":[130],"\"stability\"":[132,152],"timely":[135,196],"distribution":[136,197],"topics.":[140],"Using":[141],"Naive":[143],"Bayes":[144],"(NB)":[145],"classifier":[146],"\"certainty\"":[150],"yielded":[153],"best":[155],"classification":[156],"result":[157],"subjects":[160],"classified":[162],"with":[163],"sensitivity":[165],"95":[167],"%,":[168],"specificity":[170],"80%":[172],"an":[174],"accuracy":[175],"90":[177],"%.":[178],"demonstrates":[181],"data-driven":[184],"approach,":[185],"that":[186],"may":[191],"exhibit":[192],"abnorm":[193],"form":[194],"and/or":[195],"EMs":[199]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-16T09:10:04.655348","created_date":"2025-10-10T00:00:00"}