{"id":"https://openalex.org/W4294974903","doi":"https://doi.org/10.1109/embc48229.2022.9871285","title":"A Bounding-Box Regression Model for Colorectal Tumor Detection in CT Images Via Two Contrary Networks","display_name":"A Bounding-Box Regression Model for Colorectal Tumor Detection in CT Images Via Two Contrary Networks","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4294974903","doi":"https://doi.org/10.1109/embc48229.2022.9871285","pmid":"https://pubmed.ncbi.nlm.nih.gov/36085607"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871285","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5053895635","display_name":"YongSoo Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]},{"id":"https://openalex.org/I4210145660","display_name":"Bio-Medical Science (South Korea)","ror":"https://ror.org/046p12h21","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210145660"]},{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"funder","lineage":["https://openalex.org/I58716616"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"YongSoo Kim","raw_affiliation_strings":["Biomedical Resarch Division, Korea Institute of Science and Technology, Seoul, Republic of Korea","KIST School, Korea University of Science and Technology,Division of Bio-Medical Science &Technology,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KIST School, Korea University of Science and Technology,Division of Bio-Medical Science &Technology,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I88761825","https://openalex.org/I4210145660"]},{"raw_affiliation_string":"Biomedical Resarch Division, Korea Institute of Science and Technology, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I58716616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110934694","display_name":"Seungbin Park","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"funder","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seungbin Park","raw_affiliation_strings":["Weldon School of Biomedical Engineering, Purdue University,West Lafayette,IN,USA,47907"],"affiliations":[{"raw_affiliation_string":"Weldon School of Biomedical Engineering, Purdue University,West Lafayette,IN,USA,47907","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020116021","display_name":"Hannah Kim","orcid":"https://orcid.org/0000-0002-9640-7299"},"institutions":[],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hannah Kim","raw_affiliation_strings":["Imagoworks Inc.,Seoul,Republic of Korea,06611"],"affiliations":[{"raw_affiliation_string":"Imagoworks Inc.,Seoul,Republic of Korea,06611","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060502545","display_name":"Seung\u2010seob Kim","orcid":"https://orcid.org/0000-0001-6071-306X"},"institutions":[{"id":"https://openalex.org/I2799970807","display_name":"Severance Hospital","ror":"https://ror.org/044kjp413","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2799970807","https://openalex.org/I4210160791"]},{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"funder","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seung-seob Kim","raw_affiliation_strings":["Research Institute of Radiological Science, Yonsei University College of Medicine,Severance Hospital,Department of Radiology,Seodaemun-gu,Seoul,South Korea,03722"],"affiliations":[{"raw_affiliation_string":"Research Institute of Radiological Science, Yonsei University College of Medicine,Severance Hospital,Department of Radiology,Seodaemun-gu,Seoul,South Korea,03722","institution_ids":["https://openalex.org/I2799970807","https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054897594","display_name":"Joon Seok Lim","orcid":"https://orcid.org/0000-0002-0334-5042"},"institutions":[{"id":"https://openalex.org/I2799970807","display_name":"Severance Hospital","ror":"https://ror.org/044kjp413","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2799970807","https://openalex.org/I4210160791"]},{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"funder","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joon Seok Lim","raw_affiliation_strings":["Research Institute of Radiological Science, Yonsei University College of Medicine,Severance Hospital,Department of Radiology,Seodaemun-gu,Seoul,South Korea,03722"],"affiliations":[{"raw_affiliation_string":"Research Institute of Radiological Science, Yonsei University College of Medicine,Severance Hospital,Department of Radiology,Seodaemun-gu,Seoul,South Korea,03722","institution_ids":["https://openalex.org/I2799970807","https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100327688","display_name":"Sung\u2010Won Kim","orcid":"https://orcid.org/0000-0001-5455-6926"},"institutions":[{"id":"https://openalex.org/I2799970807","display_name":"Severance Hospital","ror":"https://ror.org/044kjp413","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2799970807","https://openalex.org/I4210160791"]},{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"funder","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungwon Kim","raw_affiliation_strings":["Research Institute of Radiological Science, Yonsei University College of Medicine,Severance Hospital,Department of Radiology,Seodaemun-gu,Seoul,South Korea,03722"],"affiliations":[{"raw_affiliation_string":"Research Institute of Radiological Science, Yonsei University College of Medicine,Severance Hospital,Department of Radiology,Seodaemun-gu,Seoul,South Korea,03722","institution_ids":["https://openalex.org/I2799970807","https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009751739","display_name":"Kihwan Choi","orcid":"https://orcid.org/0000-0003-4724-0418"},"institutions":[{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"funder","lineage":["https://openalex.org/I58716616"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kihwan Choi","raw_affiliation_strings":["Center for bionics, Biomedical Resarch Division, Korea Institute of Science and Technology, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Center for bionics, Biomedical Resarch Division, Korea Institute of Science and Technology, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I58716616"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090816728","display_name":"Hyunseok Seo","orcid":"https://orcid.org/0000-0003-0224-8942"},"institutions":[{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]},{"id":"https://openalex.org/I4210145660","display_name":"Bio-Medical Science (South Korea)","ror":"https://ror.org/046p12h21","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210145660"]},{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"funder","lineage":["https://openalex.org/I58716616"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyunseok Seo","raw_affiliation_strings":["Center for bionics, Biomedical Resarch Division, Korea Institute of Science and Technology, Seoul, Republic of Korea","KIST School, Korea University of Science and Technology,Division of Bio-Medical Science &Technology,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KIST School, Korea University of Science and Technology,Division of Bio-Medical Science &Technology,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I88761825","https://openalex.org/I4210145660"]},{"raw_affiliation_string":"Center for bionics, Biomedical Resarch Division, Korea Institute of Science and Technology, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I58716616"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.705,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.728086,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":70,"max":75},"biblio":{"volume":null,"issue":null,"first_page":"3793","last_page":"3796"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9999,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9999,"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/T10862","display_name":"AI in cancer detection","score":0.9988,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9959,"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/minimum-bounding-box","display_name":"Minimum bounding box","score":0.64823914},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.51044786},{"id":"https://openalex.org/keywords/recall-rate","display_name":"Recall rate","score":0.4621625}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.73743963},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.64823914},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6196457},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.51044786},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.488882},{"id":"https://openalex.org/C2987098735","wikidata":"https://www.wikidata.org/wiki/Q3808900","display_name":"Recall rate","level":2,"score":0.4621625},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4408475},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43315142},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41479605},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3388858},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019275","descriptor_name":"Radiopharmaceuticals","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D011211","descriptor_name":"Electric Power Supplies","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011939","descriptor_name":"Mental Recall","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"","qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871285","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36085607","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_indexed_in_scopus":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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.88}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":21,"referenced_works":["https://openalex.org/W2004902747","https://openalex.org/W2037356329","https://openalex.org/W2136401167","https://openalex.org/W2307770531","https://openalex.org/W2508524349","https://openalex.org/W2560014990","https://openalex.org/W2750630800","https://openalex.org/W2808073818","https://openalex.org/W2883234341","https://openalex.org/W2906295032","https://openalex.org/W2939411050","https://openalex.org/W2963765142","https://openalex.org/W2963927307","https://openalex.org/W2984632524","https://openalex.org/W3001083904","https://openalex.org/W3037864687","https://openalex.org/W3084682398","https://openalex.org/W3096609285","https://openalex.org/W3101415077","https://openalex.org/W3190897386","https://openalex.org/W639708223"],"related_works":["https://openalex.org/W4390524233","https://openalex.org/W4287027631","https://openalex.org/W4237171675","https://openalex.org/W3209723314","https://openalex.org/W3205398323","https://openalex.org/W3192357901","https://openalex.org/W3036286480","https://openalex.org/W2952736415","https://openalex.org/W2883297582","https://openalex.org/W2387360586"],"abstract_inverted_index":{"The":[0,29,46,109,149,176],"field":[1],"of":[2,26,54,64,84,132,159,168,179,186,190,195],"medical":[3],"image":[4,25],"analysis":[5],"has":[6,154],"been":[7,17],"attracted":[8],"to":[9,19,38,60,92],"deep":[10,13],"learning.":[11],"Various":[12],"learning-based":[14],"techniques":[15],"have":[16],"introduced":[18],"aid":[20],"diagnosis":[21,33],"in":[22,42,102,112,124,171],"the":[23,27,43,62,65,93,99,121,125,133,138,172,180],"CT":[24,44,88,126,174],"patient.":[28],"auxiliary":[30],"model":[31,47,97,111,150],"for":[32,73,162],"that":[34,144],"we":[35,67,151],"proposed":[36,110],"is":[37,48,130,141,147],"detect":[39],"colorectal":[40,103,117],"tumors":[41,118],"image.":[45],"combined":[49],"with":[50],"two":[51,74],"contrary":[52,75],"networks":[53],"'Detection":[55],"Transformer\"":[56],"and":[57,95,119,165,192],"'Hourglass\".":[58],"Furthermore.,":[59],"improve":[61],"performance":[63,178],"model.,":[66],"propose":[68],"an":[69,184],"efficient":[70],"connection":[71],"method":[72],"models":[76,101],"by":[77],"using":[78],"intermediate":[79],"prediction":[80],"information.":[81],"A":[82],"total":[83],"3.,509":[85],"patients":[86],"(193.,567":[87],"images)":[89],"were":[90],"applied":[91],"experiment":[94],"our":[96],"outperforms":[98],"conventional":[100],"tumor":[104,129,163,181],"detection.":[105],"Clinical":[106],"Relevance":[107],"-":[108],"this":[113],"paper":[114],"automatically":[115],"detects":[116],"provides":[120],"bounding":[122],"box":[123],"images.":[127],"Colorectal":[128],"one":[131],"common":[134],"diseases.":[135],"In":[136],"addition,":[137],"mortality":[139],"rate":[140],"so":[142],"high":[143],"in-time":[145],"treatment":[146],"required.":[148],"present":[152],"here":[153],"a":[155,166,188,193],"sensitivity":[156,189],"(or":[157],"recall)":[158],"84.73":[160],"%":[161,170],"detection":[164,182],"precision":[167,194],"88.25":[169],"patient":[173],"data.":[175],"in-slice":[177],"shows":[183],"IoU":[185],"0.56,":[187],"0.67,":[191],"0.68.":[196]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4294974903","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-02-19T10:49:43.794327","created_date":"2022-09-08"}