{"id":"https://openalex.org/W3009193452","doi":"https://doi.org/10.1109/access.2020.2977669","title":"Stenosis Detection From Time-of-Flight Magnetic Resonance Angiography via Deep Learning 3D Squeeze and Excitation Residual Networks","display_name":"Stenosis Detection From Time-of-Flight Magnetic Resonance Angiography via Deep Learning 3D Squeeze and Excitation Residual Networks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3009193452","doi":"https://doi.org/10.1109/access.2020.2977669","mag":"3009193452"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2977669","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2977669","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09020109.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09020109.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085561834","display_name":"Hunjin Chung","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hunjin Chung","raw_affiliation_strings":["School of Electrical and Electronic Engineering, College of Engineering, Yonsei University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, College of Engineering, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055524920","display_name":"Koung Mi Kang","orcid":"https://orcid.org/0000-0001-9643-2008"},"institutions":[{"id":"https://openalex.org/I2802835388","display_name":"Seoul National University Hospital","ror":"https://ror.org/01z4nnt86","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I139264467","https://openalex.org/I2802835388"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Koung Mi Kang","raw_affiliation_strings":["Department of Radiology, Seoul National University Hospital, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Seoul National University Hospital, Seoul, South Korea","institution_ids":["https://openalex.org/I2802835388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035247809","display_name":"Mohammed A. Al\u2010masni","orcid":"https://orcid.org/0000-0002-1548-965X"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Mohammed A. Al-Masni","raw_affiliation_strings":["School of Electrical and Electronic Engineering, College of Engineering, Yonsei University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, College of Engineering, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090095126","display_name":"Chul\u2010Ho Sohn","orcid":"https://orcid.org/0000-0003-0039-5746"},"institutions":[{"id":"https://openalex.org/I2802835388","display_name":"Seoul National University Hospital","ror":"https://ror.org/01z4nnt86","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I139264467","https://openalex.org/I2802835388"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chul-Ho Sohn","raw_affiliation_strings":["Department of Radiology, Seoul National University Hospital, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Seoul National University Hospital, Seoul, South Korea","institution_ids":["https://openalex.org/I2802835388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068475746","display_name":"Yoonho Nam","orcid":"https://orcid.org/0000-0003-2149-0072"},"institutions":[{"id":"https://openalex.org/I4210160144","display_name":"The Catholic University of Korea Seoul St. Mary's Hospital","ror":"https://ror.org/056cn0e37","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I4210160144","https://openalex.org/I4405260414","https://openalex.org/I87111246"]},{"id":"https://openalex.org/I87111246","display_name":"Catholic University of Korea","ror":"https://ror.org/01fpnj063","country_code":"KR","type":"education","lineage":["https://openalex.org/I87111246"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yoonho Nam","raw_affiliation_strings":["Department of Radiology, Seoul St. Mary\u2019s Hospital, The Catholic University of Korea, Seoul, South Korea","Department of Radiology, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Seoul St. Mary\u2019s Hospital, The Catholic University of Korea, Seoul, South Korea","institution_ids":["https://openalex.org/I4210160144","https://openalex.org/I87111246"]},{"raw_affiliation_string":"Department of Radiology, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, South Korea","institution_ids":["https://openalex.org/I4210160144","https://openalex.org/I87111246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035548631","display_name":"Kanghyun Ryu","orcid":"https://orcid.org/0000-0002-6075-5590"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kanghyun Ryu","raw_affiliation_strings":["School of Electrical and Electronic Engineering, College of Engineering, Yonsei University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, College of Engineering, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100454682","display_name":"Dong\u2010Hyun Kim","orcid":"https://orcid.org/0000-0002-6717-7770"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong-Hyun Kim","raw_affiliation_strings":["School of Electrical and Electronic Engineering, College of Engineering, Yonsei University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, College of Engineering, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5085561834"],"corresponding_institution_ids":["https://openalex.org/I193775966"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.2236,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.81896479,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"43325","last_page":"43335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/residual","display_name":"Residual","score":0.6492698788642883},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.6134688258171082},{"id":"https://openalex.org/keywords/stenosis","display_name":"Stenosis","score":0.5202715992927551},{"id":"https://openalex.org/keywords/excitation","display_name":"Excitation","score":0.5161824822425842},{"id":"https://openalex.org/keywords/magnetic-resonance-angiography","display_name":"Magnetic resonance angiography","score":0.4801592230796814},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3700348734855652},{"id":"https://openalex.org/keywords/nuclear-magnetic-resonance","display_name":"Nuclear magnetic resonance","score":0.3612210750579834},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.33266642689704895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30382341146469116},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2937700152397156},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15807732939720154},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08077514171600342}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6492698788642883},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.6134688258171082},{"id":"https://openalex.org/C2780007028","wikidata":"https://www.wikidata.org/wiki/Q2343082","display_name":"Stenosis","level":2,"score":0.5202715992927551},{"id":"https://openalex.org/C83581075","wikidata":"https://www.wikidata.org/wiki/Q1361503","display_name":"Excitation","level":2,"score":0.5161824822425842},{"id":"https://openalex.org/C2778212899","wikidata":"https://www.wikidata.org/wiki/Q907325","display_name":"Magnetic resonance angiography","level":3,"score":0.4801592230796814},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3700348734855652},{"id":"https://openalex.org/C46141821","wikidata":"https://www.wikidata.org/wiki/Q209402","display_name":"Nuclear magnetic resonance","level":1,"score":0.3612210750579834},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.33266642689704895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30382341146469116},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2937700152397156},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15807732939720154},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08077514171600342},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2977669","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2977669","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09020109.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7d8b195406a545b8984eb582f5461113","is_oa":true,"landing_page_url":"https://doaj.org/article/7d8b195406a545b8984eb582f5461113","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 43325-43335 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2977669","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2977669","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09020109.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G342704958","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G4751955037","display_name":null,"funder_award_id":"2018M3C7A1056884","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3009193452.pdf","grobid_xml":"https://content.openalex.org/works/W3009193452.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1260204519","https://openalex.org/W1686810756","https://openalex.org/W1836465849","https://openalex.org/W1899245881","https://openalex.org/W1946071951","https://openalex.org/W1966994218","https://openalex.org/W1984334435","https://openalex.org/W2027268753","https://openalex.org/W2072874640","https://openalex.org/W2090819042","https://openalex.org/W2092964229","https://openalex.org/W2107352041","https://openalex.org/W2155653793","https://openalex.org/W2158143121","https://openalex.org/W2167148122","https://openalex.org/W2194775991","https://openalex.org/W2318287425","https://openalex.org/W2319421973","https://openalex.org/W2339411730","https://openalex.org/W2580596898","https://openalex.org/W2611467245","https://openalex.org/W2752782242","https://openalex.org/W2767911074","https://openalex.org/W2769042349","https://openalex.org/W2775795276","https://openalex.org/W2794022343","https://openalex.org/W2795777276","https://openalex.org/W2803575519","https://openalex.org/W2894319790","https://openalex.org/W2895926594","https://openalex.org/W2919115771","https://openalex.org/W2920886354","https://openalex.org/W2925390547","https://openalex.org/W2949117887","https://openalex.org/W2962858109","https://openalex.org/W2996201555","https://openalex.org/W4229560712","https://openalex.org/W6637373629","https://openalex.org/W6638667902","https://openalex.org/W6639847136","https://openalex.org/W6640762532","https://openalex.org/W6703814262","https://openalex.org/W6743731764","https://openalex.org/W6747218270","https://openalex.org/W6771672618"],"related_works":["https://openalex.org/W2560215812","https://openalex.org/W2949601986","https://openalex.org/W2788972299","https://openalex.org/W2521347458","https://openalex.org/W2498789492","https://openalex.org/W2729981612","https://openalex.org/W4233449973","https://openalex.org/W2925692864","https://openalex.org/W2768526084","https://openalex.org/W151988857"],"abstract_inverted_index":{"Intracranial":[0,152],"artery":[1,132],"stenosis":[2,42,50,108,140,146,180],"is":[3,72,92],"an":[4],"important":[5],"public":[6],"health":[7],"concern":[8],"internationally,":[9],"due":[10],"to":[11,27,45,126,178],"it":[12],"being":[13],"one":[14],"of":[15,19,34,49,75,80,101,114,130,136,190,223,238],"the":[16,47,127,131,134,137,176,185,206],"major":[17],"causes":[18],"ischemic":[20],"stroke.":[21],"In":[22,204],"this":[23],"study,":[24],"we":[25],"aim":[26],"provide":[28],"a":[29,58,98],"computer-aided":[30],"diagnosis":[31],"algorithm":[32],"capable":[33],"automatically":[35],"distinguishing":[36],"between":[37],"Internal":[38],"Carotid":[39],"Artery":[40],"(ICA)":[41],"and":[43,67,83,87,106,170,188,192,196,198,217,225,229,231],"normal":[44,103],"minimize":[46],"labor-intensiveness":[48],"detection.":[51],"Using":[52],"Time-of-Flight":[53],"Magnetic":[54],"Resonance":[55],"Angiography":[56],"(TOF-MRA),":[57],"novel":[59],"deep":[60],"learning":[61],"detection":[62],"model":[63],"via":[64],"3D":[65,81,158,168,171,208,215,218],"Squeeze":[66],"Excitation":[68],"Residual":[69],"Networks":[70],"(SE-ResNet)":[71],"proposed.":[73],"Pre-processing":[74],"TOF-MRA,":[76],"data":[77],"augmentation,":[78],"training":[79],"SE-ResNet,":[82],"testing":[84,235],"using":[85,97],"patch-based":[86,195,228],"patient-based":[88,201,234],"methods":[89],"with":[90,111,163,220],"cross-validation":[91],"described.":[93],"The":[94,156,173],"proposed":[95,157,207],"network":[96],"database":[99],"consisting":[100],"50":[102],"cases":[104,109,122],"(ICA-N)":[105],"41":[107,120],"(ICA-S)":[110],"grade":[112],"level":[113],"above":[115],"30%":[116],"was":[117,147,160],"evaluated.":[118],"All":[119],"ICA-S":[121],"were":[123],"categorized":[124],"according":[125],"diameter":[128],"(D_stenosis)":[129],"at":[133],"site":[135],"most":[138],"severe":[139],"by":[141,149],"expert":[142],"radiologists,":[143],"whereas":[144],"percent":[145],"measured":[148],"Warfarin-Aspirin":[150],"Symptomatic":[151],"Disease":[153],"(WASID)":[154],"method.":[155],"SE-ResNet":[159,209],"further":[161],"compared":[162],"more":[164],"conventional":[165,214],"networks":[166],"including":[167],"ResNet":[169,216],"VGG.":[172],"results":[174],"showed":[175],"capability":[177],"detect":[179],"achieving":[181],"overall":[182],"Area":[183],"Under":[184],"Curve":[186],"(AUC)":[187],"accuracies":[189],"0.947":[191],"91.0%":[193],"for":[194,200,227,233],"0.884":[197],"81.0%":[199],"testing,":[202],"respectively.":[203,240],"addition,":[205],"achieved":[210],"better":[211],"performance":[212],"against":[213],"VGG":[219],"improvement":[221],"rates":[222],"0.053":[224,230],"0.095":[226],"0.065":[232],"in":[236],"terms":[237],"AUC,":[239]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}
