{"id":"https://openalex.org/W2186843078","doi":"https://doi.org/10.1109/biocas.2015.7348362","title":"Sleep onset detection with multiple EEG alpha-band features: Comparison between healthy, insomniac and schizophrenic patients","display_name":"Sleep onset detection with multiple EEG alpha-band features: Comparison between healthy, insomniac and schizophrenic patients","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2186843078","doi":"https://doi.org/10.1109/biocas.2015.7348362","mag":"2186843078"},"language":"en","primary_location":{"id":"doi:10.1109/biocas.2015.7348362","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas.2015.7348362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Biomedical Circuits and Systems Conference (BioCAS)","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/A5020003170","display_name":"Chamila Dissanayaka","orcid":null},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Chamila Dissanayaka","raw_affiliation_strings":["School of Electrical & Computer Engineering, RMIT University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical & Computer Engineering, RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065160998","display_name":"Dean Cvetkovi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dean Cvetkovic","raw_affiliation_strings":["School of Electrical & Computer Engineering, RMIT University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical & Computer Engineering, RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032275174","display_name":"Chanakya Reddy Patti","orcid":"https://orcid.org/0000-0002-4920-3250"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chanakya Reddy Patti","raw_affiliation_strings":["School of Electrical & Computer Engineering, RMIT University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical & Computer Engineering, RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055401296","display_name":"Sobhan Salari Shahrbabaki","orcid":"https://orcid.org/0000-0002-5426-6811"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sobhan Salari Shahrbabaki","raw_affiliation_strings":["School of Electrical & Computer Engineering, RMIT University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical & Computer Engineering, RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077436139","display_name":"Beena Ahmed","orcid":"https://orcid.org/0000-0002-1240-6572"},"institutions":[{"id":"https://openalex.org/I58152225","display_name":"Texas A&M University at Qatar","ror":"https://ror.org/03vb4dm14","country_code":"QA","type":"education","lineage":["https://openalex.org/I58152225","https://openalex.org/I91045830"]},{"id":"https://openalex.org/I4210105615","display_name":"Central Institute of Mental Health","ror":"https://ror.org/01hynnt93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210105615"]}],"countries":["DE","QA"],"is_corresponding":false,"raw_author_name":"Beena Ahmed","raw_affiliation_strings":["Claudia Schilling, Michael Schredl Sleep laboratory of the Central Institute of Mental Health, Mannheim, Germany","Texas A&M University, Education City, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Claudia Schilling, Michael Schredl Sleep laboratory of the Central Institute of Mental Health, Mannheim, Germany","institution_ids":["https://openalex.org/I4210105615"]},{"raw_affiliation_string":"Texas A&M University, Education City, Doha, Qatar","institution_ids":["https://openalex.org/I58152225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019777922","display_name":"Cl\u00e1udia Schilling","orcid":"https://orcid.org/0000-0001-7631-1452"},"institutions":[{"id":"https://openalex.org/I4210105615","display_name":"Central Institute of Mental Health","ror":"https://ror.org/01hynnt93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210105615"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Claudia Schilling","raw_affiliation_strings":["Zentralinstitut fur Seelische Gesundheit, Mannheim, Baden-W\u00c3\u00bcrttemberg, DE","Zentralinstitut fur Seelische Gesundheit, Mannheim, Baden-W\u00fcrttemberg, DE"],"affiliations":[{"raw_affiliation_string":"Zentralinstitut fur Seelische Gesundheit, Mannheim, Baden-W\u00c3\u00bcrttemberg, DE","institution_ids":["https://openalex.org/I4210105615"]},{"raw_affiliation_string":"Zentralinstitut fur Seelische Gesundheit, Mannheim, Baden-W\u00fcrttemberg, DE","institution_ids":["https://openalex.org/I4210105615"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078609491","display_name":"Michael Schredl","orcid":"https://orcid.org/0000-0002-8031-6608"},"institutions":[{"id":"https://openalex.org/I4210105615","display_name":"Central Institute of Mental Health","ror":"https://ror.org/01hynnt93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210105615"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Schredl","raw_affiliation_strings":["Zentralinstitut fur Seelische Gesundheit, Mannheim, Baden-W\u00c3\u00bcrttemberg, DE","Zentralinstitut fur Seelische Gesundheit, Mannheim, Baden-W\u00fcrttemberg, DE"],"affiliations":[{"raw_affiliation_string":"Zentralinstitut fur Seelische Gesundheit, Mannheim, Baden-W\u00c3\u00bcrttemberg, DE","institution_ids":["https://openalex.org/I4210105615"]},{"raw_affiliation_string":"Zentralinstitut fur Seelische Gesundheit, Mannheim, Baden-W\u00fcrttemberg, DE","institution_ids":["https://openalex.org/I4210105615"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5020003170"],"corresponding_institution_ids":["https://openalex.org/I82951845"],"apc_list":null,"apc_paid":null,"fwci":0.3679,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.62183936,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9979000091552734,"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/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8193182945251465},{"id":"https://openalex.org/keywords/non-rapid-eye-movement-sleep","display_name":"Non-rapid eye movement sleep","score":0.6354557275772095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5942063331604004},{"id":"https://openalex.org/keywords/sleep-stages","display_name":"Sleep Stages","score":0.523283064365387},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.4925728440284729},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4733988046646118},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.462643027305603},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.45260822772979736},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.34030938148498535},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3377690315246582},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.32774773240089417},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.20566755533218384},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.18364277482032776},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15414217114448547},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13942378759384155},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10844653844833374}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8193182945251465},{"id":"https://openalex.org/C20566671","wikidata":"https://www.wikidata.org/wiki/Q1752878","display_name":"Non-rapid eye movement sleep","level":3,"score":0.6354557275772095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5942063331604004},{"id":"https://openalex.org/C2910364982","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep Stages","level":4,"score":0.523283064365387},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.4925728440284729},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4733988046646118},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.462643027305603},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.45260822772979736},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.34030938148498535},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3377690315246582},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32774773240089417},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.20566755533218384},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.18364277482032776},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15414217114448547},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13942378759384155},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10844653844833374}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/biocas.2015.7348362","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas.2015.7348362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Biomedical Circuits and Systems Conference (BioCAS)","raw_type":"proceedings-article"},{"id":"pmh:oai:alma.61RMIT_INST:11247862110001341","is_oa":false,"landing_page_url":"http://doi.org/10.1109/BioCAS.2015.7348362","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1973962646","https://openalex.org/W1998795199","https://openalex.org/W2009914532","https://openalex.org/W2029520770","https://openalex.org/W2065460172","https://openalex.org/W2068765738","https://openalex.org/W2100942998","https://openalex.org/W2103868925","https://openalex.org/W2106822551","https://openalex.org/W2131209034","https://openalex.org/W2161183791","https://openalex.org/W2167064743","https://openalex.org/W2169749822","https://openalex.org/W3152633770"],"related_works":["https://openalex.org/W3043638475","https://openalex.org/W2312564375","https://openalex.org/W2939360004","https://openalex.org/W1969232382","https://openalex.org/W4402155253","https://openalex.org/W1997399462","https://openalex.org/W1246045855","https://openalex.org/W2406124037","https://openalex.org/W2188648345","https://openalex.org/W2011881754"],"abstract_inverted_index":{"In":[0],"the":[1,7,16,24,35,111],"past":[2],"several":[3],"studies":[4],"have":[5],"evaluated":[6,23,91],"human":[8,116],"sleep":[9,13,28],"onset":[10],"(wake":[11],"to":[12],"transition)":[14],"using":[15,84,92,99],"electroencephalographic":[17],"(EEG)":[18],"measurements.":[19],"This":[20],"paper":[21],"has":[22],"detection":[25],"accuracy":[26],"of":[27,102,107,115],"stages":[29,72,78],"for":[30],"multiple":[31],"features":[32,48,51,103],"based":[33],"on":[34],"EEG":[36],"alpha":[37],"activity,":[38],"during":[39],"SO":[40],"in":[41],"healthy,":[42],"insomniac":[43],"and":[44,67,80,90],"schizophrenic":[45],"patients.":[46],"The":[47,95],"include":[49],"topographic":[50,100],"such":[52],"as":[53],"Directed":[54,69],"Transfer":[55],"Function,":[56],"Full":[57],"frequency":[58],"DTF,":[59],"Welch":[60],"Coherence,":[61],"Minimum":[62],"Variance":[63],"Distortionless":[64],"Response":[65],"Coherence":[66],"Partial":[68],"Coherence.":[70],"Sleep":[71],"Wake,":[73],"NREM":[74],"(Non-rapid":[75],"Eye":[76],"Movement)":[77],"1":[79],"2":[81],"were":[82],"classified":[83],"Artificial":[85],"Neural":[86],"Networks":[87],"(ANN)":[88],"classifier":[89],"classification":[93,114],"accuracy.":[94],"results":[96],"suggest":[97],"that":[98],"set":[101],"yield":[104],"an":[105],"agreement":[106],"81.3":[108],"%":[109],"with":[110],"whole":[112],"database":[113],"expert.":[117]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
