{"id":"https://openalex.org/W4388536884","doi":"https://doi.org/10.1007/s11517-023-02961-5","title":"Reliable and fast automatic artifact rejection of Long-Term EEG recordings based on Isolation Forest","display_name":"Reliable and fast automatic artifact rejection of Long-Term EEG recordings based on Isolation Forest","publication_year":2023,"publication_date":"2023-11-09","ids":{"openalex":"https://openalex.org/W4388536884","doi":"https://doi.org/10.1007/s11517-023-02961-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/37943419"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-023-02961-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-023-02961-5","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical &amp; Biological Engineering &amp; Computing","raw_type":"journal-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/A5035041412","display_name":"Runkai Zhang","orcid":"https://orcid.org/0000-0002-4508-6894"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runkai Zhang","raw_affiliation_strings":["Key Laboratory of Child Development and Learning Science of Ministry of Education, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, People's Republic of China","Key Laboratory of Child Development and Learning Science of Ministry of Education, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Child Development and Learning Science of Ministry of Education, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, People's Republic of China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Key Laboratory of Child Development and Learning Science of Ministry of Education, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, People\u2019s Republic of China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042708757","display_name":"Rong Rong","orcid":"https://orcid.org/0000-0003-2423-4082"},"institutions":[{"id":"https://openalex.org/I4210111013","display_name":"Nanjing Drum Tower Hospital","ror":"https://ror.org/026axqv54","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210111013"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Rong","raw_affiliation_strings":["Department of Neurology, Nanjing Drum Tower Hospital, Nanjing, 210008, Jiangsu, People's Republic of China","Department of Neurology, Nanjing Drum Tower Hospital, Nanjing, 210008, Jiangsu, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Nanjing Drum Tower Hospital, Nanjing, 210008, Jiangsu, People's Republic of China","institution_ids":["https://openalex.org/I4210111013"]},{"raw_affiliation_string":"Department of Neurology, Nanjing Drum Tower Hospital, Nanjing, 210008, Jiangsu, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210111013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082525691","display_name":"John Q. Gan","orcid":"https://orcid.org/0000-0003-1230-7643"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Q. Gan","raw_affiliation_strings":["School of Computer Science and Electronic Engineering, University of Essex, Colchester, CO4 3SQ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, University of Essex, Colchester, CO4 3SQ, UK","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100924457","display_name":"Yun Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111013","display_name":"Nanjing Drum Tower Hospital","ror":"https://ror.org/026axqv54","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210111013"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Xu","raw_affiliation_strings":["Department of Neurology, Nanjing Drum Tower Hospital, Nanjing, 210008, Jiangsu, People's Republic of China","Department of Neurology, Nanjing Drum Tower Hospital, Nanjing, 210008, Jiangsu, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Nanjing Drum Tower Hospital, Nanjing, 210008, Jiangsu, People's Republic of China","institution_ids":["https://openalex.org/I4210111013"]},{"raw_affiliation_string":"Department of Neurology, Nanjing Drum Tower Hospital, Nanjing, 210008, Jiangsu, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210111013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018364879","display_name":"Haixian Wang","orcid":"https://orcid.org/0000-0001-8220-9737"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haixian Wang","raw_affiliation_strings":["Key Laboratory of Child Development and Learning Science of Ministry of Education, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, People's Republic of China. hxwang@seu.edu.cn","Key Laboratory of Child Development and Learning Science of Ministry of Education, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0000-0001-8220-9737","affiliations":[{"raw_affiliation_string":"Key Laboratory of Child Development and Learning Science of Ministry of Education, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, People's Republic of China. hxwang@seu.edu.cn","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Key Laboratory of Child Development and Learning Science of Ministry of Education, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, People\u2019s Republic of China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100765983","display_name":"Xiaoyun Wang","orcid":"https://orcid.org/0000-0002-2704-9272"},"institutions":[{"id":"https://openalex.org/I4210111013","display_name":"Nanjing Drum Tower Hospital","ror":"https://ror.org/026axqv54","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210111013"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoyun Wang","raw_affiliation_strings":["Department of Neurology, Nanjing Drum Tower Hospital, Nanjing, 210008, Jiangsu, People's Republic of China. xysypy@126.com","Department of Neurology, Nanjing Drum Tower Hospital, Nanjing, 210008, Jiangsu, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Nanjing Drum Tower Hospital, Nanjing, 210008, Jiangsu, People's Republic of China. xysypy@126.com","institution_ids":["https://openalex.org/I4210111013"]},{"raw_affiliation_string":"Department of Neurology, Nanjing Drum Tower Hospital, Nanjing, 210008, Jiangsu, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210111013"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018364879","https://openalex.org/A5100765983"],"corresponding_institution_ids":["https://openalex.org/I4210111013","https://openalex.org/I76569877"],"apc_list":{"value":3690,"currency":"USD","value_usd":3690},"apc_paid":null,"fwci":1.1754,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.77049535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"62","issue":"2","first_page":"521","last_page":"535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9861000180244446,"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/artifact","display_name":"Artifact (error)","score":0.7690856456756592},{"id":"https://openalex.org/keywords/kurtosis","display_name":"Kurtosis","score":0.7342309951782227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6925642490386963},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6857320070266724},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6303151845932007},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6285116076469421},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.5792598128318787},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5733628273010254},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5498684048652649},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5398650765419006},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36196669936180115},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.30202850699424744},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21428105235099792},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1297752559185028}],"concepts":[{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.7690856456756592},{"id":"https://openalex.org/C166963901","wikidata":"https://www.wikidata.org/wiki/Q287251","display_name":"Kurtosis","level":2,"score":0.7342309951782227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6925642490386963},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6857320070266724},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6303151845932007},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6285116076469421},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.5792598128318787},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5733628273010254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5498684048652649},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5398650765419006},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36196669936180115},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.30202850699424744},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21428105235099792},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1297752559185028},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","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":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1007/s11517-023-02961-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-023-02961-5","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical &amp; Biological Engineering &amp; Computing","raw_type":"journal-article"},{"id":"pmid:37943419","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37943419","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":"Medical & biological engineering & computing","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1416621840","display_name":null,"funder_award_id":"92270113","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3298841845","display_name":null,"funder_award_id":"62176054.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1968827339","https://openalex.org/W1990007049","https://openalex.org/W1994321338","https://openalex.org/W1995443851","https://openalex.org/W2056925087","https://openalex.org/W2063040949","https://openalex.org/W2128495200","https://openalex.org/W2135595031","https://openalex.org/W2296719434","https://openalex.org/W2534443592","https://openalex.org/W2588501745","https://openalex.org/W2599251041","https://openalex.org/W2610109047","https://openalex.org/W2788121161","https://openalex.org/W2790725051","https://openalex.org/W2806000515","https://openalex.org/W2915196348","https://openalex.org/W2924629150","https://openalex.org/W2942270306","https://openalex.org/W2996037223","https://openalex.org/W3015405005","https://openalex.org/W3017642177","https://openalex.org/W3035891875","https://openalex.org/W3083362316","https://openalex.org/W3120049929","https://openalex.org/W3122023346","https://openalex.org/W3127514323","https://openalex.org/W3161592925","https://openalex.org/W3162174351","https://openalex.org/W3173137364","https://openalex.org/W3185934963","https://openalex.org/W3202417708","https://openalex.org/W3204840239","https://openalex.org/W3213634578","https://openalex.org/W4205529034","https://openalex.org/W4285347667","https://openalex.org/W4291001109","https://openalex.org/W4292836448","https://openalex.org/W4294974981","https://openalex.org/W4294975317","https://openalex.org/W4295079615","https://openalex.org/W4295785851","https://openalex.org/W4297183039","https://openalex.org/W4297804427","https://openalex.org/W4302010981","https://openalex.org/W4306898559","https://openalex.org/W4309235147","https://openalex.org/W4313856564","https://openalex.org/W4316038703","https://openalex.org/W4317358870"],"related_works":["https://openalex.org/W4381516319","https://openalex.org/W1506384729","https://openalex.org/W2037499216","https://openalex.org/W4225568567","https://openalex.org/W4286378979","https://openalex.org/W2075698830","https://openalex.org/W3127045225","https://openalex.org/W2036658304","https://openalex.org/W463494080","https://openalex.org/W2128770501"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
