{"id":"https://openalex.org/W2300911389","doi":"https://doi.org/10.1007/s40708-016-0044-4","title":"Spike pattern recognition by supervised classification in low dimensional embedding space","display_name":"Spike pattern recognition by supervised classification in low dimensional embedding space","publication_year":2016,"publication_date":"2016-03-16","ids":{"openalex":"https://openalex.org/W2300911389","doi":"https://doi.org/10.1007/s40708-016-0044-4","mag":"2300911389","pmid":"https://pubmed.ncbi.nlm.nih.gov/27747608"},"language":"en","primary_location":{"id":"doi:10.1007/s40708-016-0044-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40708-016-0044-4","pdf_url":"https://braininformatics.springeropen.com/counter/pdf/10.1007/s40708-016-0044-4","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://braininformatics.springeropen.com/counter/pdf/10.1007/s40708-016-0044-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048652955","display_name":"Evangelia I. Zacharaki","orcid":"https://orcid.org/0000-0001-8228-0437"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]},{"id":"https://openalex.org/I216852786","display_name":"\u00c9cole Centrale Paris","ror":"https://ror.org/00v0y5771","country_code":"FR","type":"education","lineage":["https://openalex.org/I216852786"]},{"id":"https://openalex.org/I280199911","display_name":"Bouygues (France)","ror":"https://ror.org/056185y51","country_code":"FR","type":"company","lineage":["https://openalex.org/I280199911"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR","GR"],"is_corresponding":true,"raw_author_name":"Evangelia I. Zacharaki","raw_affiliation_strings":["Center for Visual Computing, CentraleSup\u00e9lec/Galen Team, INRIA, Paris, France. ezachar@upatras.gr","Department of Computer Engineering and Informatics, University of Patras, Patras, Greece. ezachar@upatras.gr","GALEN - Organ Modeling through Extraction, Representation and Understanding of Medical Image Content (Laboratoire MAS Ecole Centrale de Paris Grande Voie des Vignes 92295 Chatenay-Malabry Cedex - France)","CVN - Centre de vision num\u00e9rique (CentraleSup\u00e9lec - B\u00e2timent Bouygues - 3 rue Joliot Curie - 91190 GIF-SUR-YVETTE - France)","Department of Computer Engineering and Informatics [Patras] (Greece)"],"raw_orcid":"https://orcid.org/0000-0001-8228-0437","affiliations":[{"raw_affiliation_string":"Center for Visual Computing, CentraleSup\u00e9lec/Galen Team, INRIA, Paris, France. ezachar@upatras.gr","institution_ids":["https://openalex.org/I4210107720"]},{"raw_affiliation_string":"Department of Computer Engineering and Informatics, University of Patras, Patras, Greece. ezachar@upatras.gr","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"GALEN - Organ Modeling through Extraction, Representation and Understanding of Medical Image Content (Laboratoire MAS Ecole Centrale de Paris Grande Voie des Vignes 92295 Chatenay-Malabry Cedex - France)","institution_ids":["https://openalex.org/I216852786"]},{"raw_affiliation_string":"CVN - Centre de vision num\u00e9rique (CentraleSup\u00e9lec - B\u00e2timent Bouygues - 3 rue Joliot Curie - 91190 GIF-SUR-YVETTE - France)","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I280199911"]},{"raw_affiliation_string":"Department of Computer Engineering and Informatics [Patras] (Greece)","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016006232","display_name":"Iosif Mporas","orcid":"https://orcid.org/0000-0001-6984-0268"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Iosif Mporas","raw_affiliation_strings":["Department of Computer Engineering and Informatics, University of Patras, Patras, Greece","Department of Computer Engineering and Informatics [Patras] (Greece)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"Department of Computer Engineering and Informatics [Patras] (Greece)","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006412253","display_name":"Kyriakos Garganis","orcid":"https://orcid.org/0000-0002-6858-7552"},"institutions":[{"id":"https://openalex.org/I4210101718","display_name":"St. Luke's Hospital","ror":"https://ror.org/014936814","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210101718"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kyriakos Garganis","raw_affiliation_strings":["St. Luke's Hospital, Thessaloniki, Greece","St. Luke's Hospital [Thessaloniki] (Panorama 552 36, Gr\u00e8ce - Greece)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"St. Luke's Hospital, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210101718"]},{"raw_affiliation_string":"St. Luke's Hospital [Thessaloniki] (Panorama 552 36, Gr\u00e8ce - Greece)","institution_ids":["https://openalex.org/I4210101718"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046892627","display_name":"Vasileios Megalooikonomou","orcid":null},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vasileios Megalooikonomou","raw_affiliation_strings":["Department of Computer Engineering and Informatics, University of Patras, Patras, Greece","Department of Computer Engineering and Informatics [Patras] (Greece)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"Department of Computer Engineering and Informatics [Patras] (Greece)","institution_ids":["https://openalex.org/I174878644"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048652955"],"corresponding_institution_ids":["https://openalex.org/I174878644","https://openalex.org/I216852786","https://openalex.org/I280199911","https://openalex.org/I4210107720"],"apc_list":{"value":790,"currency":"GBP","value_usd":969},"apc_paid":{"value":790,"currency":"GBP","value_usd":969},"fwci":0.8448,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.79666738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"3","issue":"2","first_page":"73","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7529387474060059},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.6440012454986572},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5961055159568787},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.46006524562835693},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4336715638637543},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.43332189321517944},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3532416820526123}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7529387474060059},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.6440012454986572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5961055159568787},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.46006524562835693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4336715638637543},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.43332189321517944},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3532416820526123},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s40708-016-0044-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40708-016-0044-4","pdf_url":"https://braininformatics.springeropen.com/counter/pdf/10.1007/s40708-016-0044-4","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Informatics","raw_type":"journal-article"},{"id":"pmid:27747608","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27747608","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":"Brain informatics","raw_type":null},{"id":"pmh:oai:HAL:hal-01359155v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01359155","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brain Informatics, 2016, 3, p. 73-83. &#x27E8;10.1007/s40708-016-0044-4&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:europepmc.org:3949762","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4883172","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:uhra.herts.ac.uk:2299/18643","is_oa":true,"landing_page_url":"http://hdl.handle.net/2299/18643","pdf_url":null,"source":{"id":"https://openalex.org/S4306400241","display_name":"University of Hertfordshire Research Archive (University of Hertfordshire)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I141584323","host_organization_name":"University of Hertfordshire","host_organization_lineage":["https://openalex.org/I141584323"],"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":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.1007/s40708-016-0044-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40708-016-0044-4","pdf_url":"https://braininformatics.springeropen.com/counter/pdf/10.1007/s40708-016-0044-4","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1147983614","display_name":null,"funder_award_id":"ERC-STG-259112","funder_id":"https://openalex.org/F4320334678","funder_display_name":"European Research Council"},{"id":"https://openalex.org/G1580198129","display_name":null,"funder_award_id":"287720","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3829048491","display_name":null,"funder_award_id":"FP7/2007-2013","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4104599821","display_name":null,"funder_award_id":"FP7/2007-2013","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G536623562","display_name":null,"funder_award_id":"FP7/2007-2013","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"},{"id":"https://openalex.org/G5593277320","display_name":null,"funder_award_id":"2007-2013","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5702163051","display_name":null,"funder_award_id":"FP7/2007","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6116908885","display_name":null,"funder_award_id":"2007-2013","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"},{"id":"https://openalex.org/G6671297155","display_name":null,"funder_award_id":"CAREER","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8709718761","display_name":null,"funder_award_id":"259112","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309204","display_name":"University of Maryland, Baltimore County","ror":"https://ror.org/02qskvh78"},{"id":"https://openalex.org/F4320309636","display_name":"University of Minnesota","ror":"https://ror.org/03grvy078"},{"id":"https://openalex.org/F4320310145","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95"},{"id":"https://openalex.org/F4320310400","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22"},{"id":"https://openalex.org/F4320310968","display_name":"University of Patras","ror":"https://ror.org/017wvtq80"},{"id":"https://openalex.org/F4320312387","display_name":"Temple University","ror":"https://ror.org/00kx1jb78"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320323894","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88"},{"id":"https://openalex.org/F4320334678","display_name":"European Research Council","ror":"https://ror.org/0472cxd90"},{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2300911389.pdf","grobid_xml":"https://content.openalex.org/works/W2300911389.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W341344932","https://openalex.org/W1483212964","https://openalex.org/W1875801858","https://openalex.org/W1968844795","https://openalex.org/W1973547962","https://openalex.org/W1975948719","https://openalex.org/W1983251083","https://openalex.org/W1983277043","https://openalex.org/W1994518240","https://openalex.org/W1995108649","https://openalex.org/W1999652607","https://openalex.org/W2009795020","https://openalex.org/W2011893247","https://openalex.org/W2019445886","https://openalex.org/W2028168301","https://openalex.org/W2034479674","https://openalex.org/W2036062156","https://openalex.org/W2041785029","https://openalex.org/W2042921587","https://openalex.org/W2043637344","https://openalex.org/W2046233769","https://openalex.org/W2055293143","https://openalex.org/W2055582865","https://openalex.org/W2071113377","https://openalex.org/W2079116538","https://openalex.org/W2096148102","https://openalex.org/W2100229586","https://openalex.org/W2103250033","https://openalex.org/W2104752854","https://openalex.org/W2116531017","https://openalex.org/W2117684310","https://openalex.org/W2130947713","https://openalex.org/W2134738108","https://openalex.org/W2135076666","https://openalex.org/W2140123013","https://openalex.org/W2145338582","https://openalex.org/W2153635508","https://openalex.org/W2154872931","https://openalex.org/W2156718197","https://openalex.org/W2165537050","https://openalex.org/W2169292331","https://openalex.org/W2170537963","https://openalex.org/W2171623992","https://openalex.org/W2296562731","https://openalex.org/W2412818750","https://openalex.org/W2414528832","https://openalex.org/W2612972698","https://openalex.org/W2978329087","https://openalex.org/W2999905431","https://openalex.org/W3092770523","https://openalex.org/W3099514962","https://openalex.org/W4213367101","https://openalex.org/W4245338381","https://openalex.org/W4292023222"],"related_works":["https://openalex.org/W2174331923","https://openalex.org/W2050175337","https://openalex.org/W2081900870","https://openalex.org/W2329992713","https://openalex.org/W3050304047","https://openalex.org/W2317338006","https://openalex.org/W2385487847","https://openalex.org/W2062974934","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Epileptiform":[0],"discharges":[1,51],"in":[2,34,95],"interictal":[3,154],"electroencephalography":[4],"(EEG)":[5],"form":[6],"the":[7,75,102,135,147,150],"mainstay":[8],"of":[9,14,49,68,149],"epilepsy":[10],"diagnosis":[11],"and":[12,21,72,84,134],"localization":[13],"seizure":[15],"onset.":[16],"Visual":[17],"analysis":[18],"is":[19,89],"rater-dependent":[20],"time":[22],"consuming,":[23],"especially":[24],"for":[25,46,152],"long-term":[26],"recordings,":[27],"while":[28],"computerized":[29],"methods":[30],"can":[31],"provide":[32],"efficiency":[33],"reviewing":[35],"long":[36],"EEG":[37,127,155],"recordings.":[38],"This":[39],"paper":[40],"presents":[41],"a":[42,64,69,96,124],"machine":[43],"learning":[44],"approach":[45],"automated":[47,153],"detection":[48,113],"epileptiform":[50],"(spikes).":[52],"The":[53,111,129],"proposed":[54],"method":[55,151],"first":[56],"detects":[57],"spike":[58,70],"patterns":[59],"by":[60,77,107,143],"calculating":[61],"similarity":[62],"to":[63,117],"coarse":[65],"shape":[66],"model":[67],"waveform":[71],"then":[73],"refines":[74],"results":[76,114],"identifying":[78],"subtle":[79],"differences":[80],"between":[81],"actual":[82],"spikes":[83],"false":[85,137],"detections.":[86],"Pattern":[87],"classification":[88],"performed":[90],"using":[91],"support":[92],"vector":[93],"machines":[94],"low":[97,136],"dimensional":[98],"space":[99],"on":[100,123],"which":[101],"original":[103],"waveforms":[104],"are":[105,115],"embedded":[106],"locality":[108],"preserving":[109],"projections.":[110],"automatic":[112],"compared":[116],"experts\u2019":[118],"manual":[119],"annotations":[120],"(101":[121],"spikes)":[122],"whole-night":[125],"sleep":[126],"recording.":[128],"high":[130],"sensitivity":[131],"(97":[132],"%)":[133],"positive":[138],"rate":[139],"(0.1":[140],"min\u22121),":[141],"calculated":[142],"intra-patient":[144],"cross-validation,":[145],"highlight":[146],"potential":[148],"assessment.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}
