{"id":"https://openalex.org/W4323022343","doi":"https://doi.org/10.1109/access.2023.3251350","title":"Abnormality Detection in Chest X-Ray via Residual-Saliency From Normal Generation","display_name":"Abnormality Detection in Chest X-Ray via Residual-Saliency From Normal Generation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4323022343","doi":"https://doi.org/10.1109/access.2023.3251350"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3251350","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3251350","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10057408.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":null,"license_id":null,"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/ielx7/6287639/6514899/10057408.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032386868","display_name":"Euyoung Kim","orcid":"https://orcid.org/0000-0003-0528-6557"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Euyoung Kim","raw_affiliation_strings":["Department of Electrical and Computer Engineering, ASRI, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, ASRI, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079384927","display_name":"Soochahn Lee","orcid":"https://orcid.org/0000-0002-2975-2519"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soochahn Lee","raw_affiliation_strings":["School of Electrical Engineering, Kookmin University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Kookmin University, Seoul, South Korea","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046504049","display_name":"Kyoung Mu Lee","orcid":"https://orcid.org/0000-0001-7210-1036"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyoung Mu Lee","raw_affiliation_strings":["Department of Electrical and Computer Engineering, ASRI, Seoul National University, Seoul, South Korea","IPAI, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, ASRI, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"IPAI, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032386868"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.088,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.7368375,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"21799","last_page":"21810"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9955999851226807,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9930999875068665,"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/abnormality","display_name":"Abnormality","score":0.7422878742218018},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5707650184631348},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5658561587333679},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3482106328010559},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23318585753440857},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15605929493904114}],"concepts":[{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.7422878742218018},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5707650184631348},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5658561587333679},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3482106328010559},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23318585753440857},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15605929493904114},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3251350","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3251350","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10057408.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:22563bb94c0142b29ddb4d8ec36cad91","is_oa":true,"landing_page_url":"https://doaj.org/article/22563bb94c0142b29ddb4d8ec36cad91","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 21799-21810 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3251350","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3251350","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10057408.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":null,"license_id":null,"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/G1225283220","display_name":null,"funder_award_id":"NRF-2021R","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3034753964","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G3071639259","display_name":null,"funder_award_id":"2021R1","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3098371196","display_name":null,"funder_award_id":"2021-0-01343","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"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/G3942910960","display_name":null,"funder_award_id":"(NRF) grant","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G5065061179","display_name":null,"funder_award_id":"2021-0-01343","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G5524438173","display_name":null,"funder_award_id":"NRF-2021R1A2C2095452","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G5635159257","display_name":null,"funder_award_id":"2021-0-01343","funder_id":"https://openalex.org/F4320321292","funder_display_name":"Seoul National University"},{"id":"https://openalex.org/G6072120315","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G6081775849","display_name":null,"funder_award_id":"2021M3A9E4080782","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6097205914","display_name":null,"funder_award_id":"2021R1A2C2095452","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8618277822","display_name":null,"funder_award_id":"NRF-2021R1A2C2095452","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G982292920","display_name":null,"funder_award_id":"NRF-20","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/F4320321292","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4323022343.pdf","grobid_xml":"https://content.openalex.org/works/W4323022343.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1522301498","https://openalex.org/W1536680647","https://openalex.org/W2037227137","https://openalex.org/W2070604790","https://openalex.org/W2133665775","https://openalex.org/W2136655611","https://openalex.org/W2194775991","https://openalex.org/W2302541206","https://openalex.org/W2475287302","https://openalex.org/W2513367050","https://openalex.org/W2523382659","https://openalex.org/W2565639579","https://openalex.org/W2599354622","https://openalex.org/W2611650229","https://openalex.org/W2752782242","https://openalex.org/W2770173563","https://openalex.org/W2793678581","https://openalex.org/W2796762894","https://openalex.org/W2898091194","https://openalex.org/W2914203365","https://openalex.org/W2937845726","https://openalex.org/W2950689937","https://openalex.org/W2962708065","https://openalex.org/W2962793481","https://openalex.org/W2962816100","https://openalex.org/W2963037989","https://openalex.org/W2963073614","https://openalex.org/W2963150697","https://openalex.org/W2963243407","https://openalex.org/W2963351448","https://openalex.org/W2963466845","https://openalex.org/W2963470893","https://openalex.org/W2963604034","https://openalex.org/W2963709863","https://openalex.org/W2963890275","https://openalex.org/W2968605358","https://openalex.org/W2978074392","https://openalex.org/W2980311701","https://openalex.org/W2982278021","https://openalex.org/W2984306354","https://openalex.org/W2993044507","https://openalex.org/W2995225687","https://openalex.org/W3009362773","https://openalex.org/W3013134080","https://openalex.org/W3029443186","https://openalex.org/W3092001068","https://openalex.org/W3100850306","https://openalex.org/W3101156210","https://openalex.org/W3107992834","https://openalex.org/W3114128166","https://openalex.org/W4293584584","https://openalex.org/W4295096262","https://openalex.org/W4300485340","https://openalex.org/W4301054805","https://openalex.org/W4311415873","https://openalex.org/W4311488773","https://openalex.org/W4376626035","https://openalex.org/W6618372016","https://openalex.org/W6631190155","https://openalex.org/W6746638498","https://openalex.org/W6746693533","https://openalex.org/W6748645028","https://openalex.org/W6750227808","https://openalex.org/W6752554887","https://openalex.org/W6755837410","https://openalex.org/W6761685959","https://openalex.org/W6771919375"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4247543202","https://openalex.org/W4243456421","https://openalex.org/W4240842027","https://openalex.org/W2417397217","https://openalex.org/W2355857550","https://openalex.org/W3093256375","https://openalex.org/W1841421040"],"abstract_inverted_index":{"In":[0],"this":[1,130,173],"paper,":[2],"we":[3,32,45,70,88,143,171,196],"propose":[4],"a":[5,13,19,26,34,84,90,112,135],"novel":[6],"disease":[7],"detection":[8,140,179],"framework":[9],"based":[10,138],"on":[11,106,205],"translating":[12],"given":[14,120,154],"chest":[15,208],"X-ray":[16,209],"(CXR)":[17],"to":[18,51,93,188],"corresponding":[20,125],"normal":[21,29,73,113,126,150],"CXR":[22,30,41,114,121,151],"image.":[23],"To":[24],"train":[25,197],"model":[27,116,133],"for":[28,72,111,192],"translation,":[31],"synthesize":[33,46,189],"paired":[35],"image":[36],"dataset":[37,81],"from":[38,53],"existing":[39],"public":[40,207],"datasets.":[42],"More":[43],"specifically,":[44],"new":[47],"images":[48,77,110,122,191],"that":[49,62,82,117],"appear":[50],"be":[52,104,165],"the":[54,67,80,96,107,119,145,148,153,157,161,175,178,184,198,202],"same":[55],"patient":[56],"but":[57],"without":[58],"abnormalities,":[59],"i.e.,":[60],"matching-pairs,":[61],"are":[63],"not":[64],"present":[65],"in":[66,76],"dataset.":[68],"Here,":[69],"search":[71],"local":[74],"regions":[75],"contained":[78],"within":[79,177],"have":[83],"similar":[85],"appearance,":[86],"and":[87,152,212],"apply":[89],"blending":[91],"process":[92],"effectively":[94],"erase":[95],"abnormal":[97,190],"regions.":[98],"A":[99],"conditional":[100],"GAN":[101],"can":[102],"then":[103],"trained":[105],"synthetic":[108],"matching-pair":[109,185],"translator":[115,132],"transforms":[118],"into":[123,134],"their":[124],"CXRs.":[127],"We":[128,181,200],"incorporate":[129],"pretrained":[131],"deep":[136],"learning":[137],"object":[139],"model.":[141,180],"Here":[142],"define":[144],"difference":[146],"between":[147],"translated":[149],"input":[155],"as":[156,174],"residual-saliency":[158,162],"map.":[159],"As":[160],"map":[163],"will":[164],"most":[166],"active":[167],"at":[168],"diseased":[169],"regions,":[170],"use":[172],"attention":[176],"also":[182],"utilize":[183],"synthesis":[186],"pipeline":[187],"data":[193],"augmentation":[194],"when":[195],"detector.":[199],"evaluate":[201],"proposed":[203],"approach":[204],"two":[206],"datasets:":[210],"RSNA":[211],"VinBigData.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}