{"id":"https://openalex.org/W3081534036","doi":"https://doi.org/10.1109/embc44109.2020.9175969","title":"Impulse Classification Network for Video Head Impulse Test","display_name":"Impulse Classification Network for Video Head Impulse Test","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3081534036","doi":"https://doi.org/10.1109/embc44109.2020.9175969","mag":"3081534036","pmid":"https://pubmed.ncbi.nlm.nih.gov/33017973"},"language":"en","primary_location":{"id":"doi:10.1109/embc44109.2020.9175969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9175969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine & 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/A5002933060","display_name":"Shokhrukh Baydadaev","orcid":"https://orcid.org/0000-0001-9255-8068"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Shokhrukh Baydadaev","raw_affiliation_strings":["Department of Computer Science and Engineering, Inha University, Incheon, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Inha University, Incheon, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046434812","display_name":"Saidrasul Usmankhujaev","orcid":null},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Saidrasul Usmankhujaev","raw_affiliation_strings":["Department of Computer Science and Engineering, Inha University, Incheon, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Inha University, Incheon, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032348050","display_name":"Jang-Woo Kwon","orcid":"https://orcid.org/0000-0003-2097-557X"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jangwoo Kwon","raw_affiliation_strings":["Department of Computer Science and Engineering, Inha University, Incheon, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Inha University, Incheon, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101431040","display_name":"Kyu\u2010Sung Kim","orcid":"https://orcid.org/0000-0002-5650-3526"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyu-Sung Kim","raw_affiliation_strings":["Department of Otorhinolaryngology-Head & Neck Surgery, College of Medicine, Inha University, Incheon, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology-Head & Neck Surgery, College of Medicine, Inha University, Incheon, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1521,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.43797287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2020","issue":null,"first_page":"240","last_page":"243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9965999722480774,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9965999722480774,"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"}},{"id":"https://openalex.org/T10542","display_name":"Vestibular and auditory disorders","score":0.9510999917984009,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9380999803543091,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7158862352371216},{"id":"https://openalex.org/keywords/impulse","display_name":"Impulse (physics)","score":0.6501855850219727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5934972167015076},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5870158672332764},{"id":"https://openalex.org/keywords/impulse-noise","display_name":"Impulse noise","score":0.5456666350364685},{"id":"https://openalex.org/keywords/reflex","display_name":"Reflex","score":0.47461357712745667},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.47224849462509155},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.44722121953964233},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41675353050231934},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.15501922369003296},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08827757835388184},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07368230819702148}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7158862352371216},{"id":"https://openalex.org/C70836080","wikidata":"https://www.wikidata.org/wiki/Q837940","display_name":"Impulse (physics)","level":2,"score":0.6501855850219727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5934972167015076},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5870158672332764},{"id":"https://openalex.org/C127372701","wikidata":"https://www.wikidata.org/wiki/Q16979398","display_name":"Impulse noise","level":3,"score":0.5456666350364685},{"id":"https://openalex.org/C83974742","wikidata":"https://www.wikidata.org/wiki/Q179405","display_name":"Reflex","level":2,"score":0.47461357712745667},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.47224849462509155},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.44722121953964233},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41675353050231934},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.15501922369003296},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08827757835388184},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07368230819702148},{"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/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D005133","descriptor_name":"Eye Movements","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":false},{"descriptor_ui":"D005133","descriptor_name":"Eye Movements","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":"D012027","descriptor_name":"Reflex, Vestibulo-Ocular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012027","descriptor_name":"Reflex, Vestibulo-Ocular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012027","descriptor_name":"Reflex, Vestibulo-Ocular","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":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":"D019416","descriptor_name":"Head Movements","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019416","descriptor_name":"Head Movements","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019416","descriptor_name":"Head Movements","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064087","descriptor_name":"Head Impulse Test","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064087","descriptor_name":"Head Impulse Test","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064087","descriptor_name":"Head Impulse Test","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc44109.2020.9175969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9175969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:33017973","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33017973","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}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W46659105","https://openalex.org/W119403003","https://openalex.org/W1493517647","https://openalex.org/W1686810756","https://openalex.org/W1998025284","https://openalex.org/W2273396394","https://openalex.org/W2288074780","https://openalex.org/W2551393996","https://openalex.org/W2617289580","https://openalex.org/W2622432581","https://openalex.org/W2796045946","https://openalex.org/W2901379675","https://openalex.org/W2938907560","https://openalex.org/W3100777112","https://openalex.org/W3184998487","https://openalex.org/W6602002561","https://openalex.org/W6637373629","https://openalex.org/W6696429117"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W2354855219","https://openalex.org/W4313906399","https://openalex.org/W4321487865","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W2318112981","https://openalex.org/W1582240042","https://openalex.org/W4312417841"],"abstract_inverted_index":{"The":[0,24,54],"vestibulo-ocular":[1],"reflex":[2],"(VOR)":[3],"is":[4,30,61,111,131],"a":[5,31,58,83,104,112,119],"dynamic":[6],"system":[7,137],"of":[8,49,103],"the":[9,42,47,66],"human":[10,95],"brain":[11],"that":[12,34,62,88,116,138],"helps":[13],"to":[14,18,40,51],"maintain":[15],"balance":[16],"and":[17,71,93,127],"stabilize":[19],"vision":[20],"during":[21],"head":[22,26],"movement.":[23],"video":[25,38],"impulse":[27,78,122],"test":[28,33],"(vHIT)":[29],"clinical":[32,134],"uses":[35],"lightweight,":[36],"high-speed":[37],"goggles":[39,67],"examine":[41],"VOR":[43,96],"function":[44],"by":[45,124],"calculating":[46],"ratio":[48],"eye-movement":[50],"head-movement":[52],"velocities.":[53],"main":[55],"problem":[56],"with":[57,107],"patient's":[59,105,120],"vHIT":[60,121],"data":[63,92,123],"coming":[64],"from":[65],"may":[68],"have":[69],"artifacts":[70],"other":[72],"noise.":[73],"This":[74,129],"paper":[75],"proposes":[76],"an":[77,132],"classification":[79,114],"network":[80,87],"(ICN)":[81],"using":[82],"one-dimensional":[84],"convolutional":[85],"neural":[86],"can":[89,139],"detect":[90],"noisy":[91],"classify":[94],"impulses.":[97],"Our":[98],"ICN":[99],"found":[100],"actual":[101],"classes":[102],"impulses":[106],"95%":[108],"accuracy.Clinical":[109],"Relevance-ICN":[110],"high-performance":[113],"method":[115,130],"works":[117],"on":[118],"identifying":[125],"abnormalities":[126],"artifacts.":[128],"advanced":[133],"decision":[135],"support":[136],"help":[140],"doctors":[141],"quickly":[142],"make":[143],"decisions.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}