{"id":"https://openalex.org/W4402979548","doi":"https://doi.org/10.1109/icme57554.2024.10687628","title":"3D Nodule Content-Based Metric Learning for Evidence-Based Lung Cancer Screening","display_name":"3D Nodule Content-Based Metric Learning for Evidence-Based Lung Cancer Screening","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4402979548","doi":"https://doi.org/10.1109/icme57554.2024.10687628"},"language":"en","primary_location":{"id":"doi:10.1109/icme57554.2024.10687628","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icme57554.2024.10687628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5110632060","display_name":"Xiaoxi Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoxi Lu","raw_affiliation_strings":["Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems,Department of Computer Science and Engineering,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems,Department of Computer Science and Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101558232","display_name":"Xingyue Wang","orcid":"https://orcid.org/0000-0001-8462-095X"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingyue Wang","raw_affiliation_strings":["Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems,Department of Computer Science and Engineering,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems,Department of Computer Science and Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015704749","display_name":"Jiansheng Fang","orcid":"https://orcid.org/0000-0003-0616-7074"},"institutions":[{"id":"https://openalex.org/I4210100070","display_name":"Guangzhou Mechanical Engineering Research Institute (China)","ror":"https://ror.org/0114hcc46","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210100070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiansheng Fang","raw_affiliation_strings":["Guangzhou Guangri Stock Co., Ltd.,Research and Development Institute,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"Guangzhou Guangri Stock Co., Ltd.,Research and Development Institute,Guangzhou,China","institution_ids":["https://openalex.org/I4210100070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059513555","display_name":"Na Zeng","orcid":"https://orcid.org/0000-0002-3259-3459"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Zeng","raw_affiliation_strings":["Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems,Department of Computer Science and Engineering,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems,Department of Computer Science and Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062119658","display_name":"Jingqi Huang","orcid":"https://orcid.org/0000-0002-7706-5836"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingqi Huang","raw_affiliation_strings":["Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems,Department of Computer Science and Engineering,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems,Department of Computer Science and Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089586249","display_name":"Chuangguang Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4387153335","display_name":"China Telecom","ror":"https://ror.org/05p67dv18","country_code":null,"type":"company","lineage":["https://openalex.org/I4387153335"]},{"id":"https://openalex.org/I4210136246","display_name":"China Telecom (China)","ror":"https://ror.org/03jgnzt20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210136246"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuangguang Huang","raw_affiliation_strings":["China Telecom Cloud Computing Corporation,Beijing,China"],"affiliations":[{"raw_affiliation_string":"China Telecom Cloud Computing Corporation,Beijing,China","institution_ids":["https://openalex.org/I4210136246","https://openalex.org/I4387153335"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100749006","display_name":"Jingfeng Zhang","orcid":"https://orcid.org/0000-0003-4788-0634"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingfeng Zhang","raw_affiliation_strings":["University of Chinese Academy of Sciences,Hwa Mei Hospital,Ningbo,China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences,Hwa Mei Hospital,Ningbo,China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054366112","display_name":"Jianjun Zheng","orcid":"https://orcid.org/0000-0002-0591-4528"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjun Zheng","raw_affiliation_strings":["University of Chinese Academy of Sciences,Hwa Mei Hospital,Ningbo,China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences,Hwa Mei Hospital,Ningbo,China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033170503","display_name":"Heng Meng","orcid":"https://orcid.org/0000-0002-7639-8137"},"institutions":[{"id":"https://openalex.org/I4210162753","display_name":"First Affiliated Hospital of Jinan University","ror":"https://ror.org/05d5vvz89","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210162753"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Meng","raw_affiliation_strings":["The First Affiliated Hospital and Clinical Neuroscience Institute of Jinan University,Department of Neurology,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"The First Affiliated Hospital and Clinical Neuroscience Institute of Jinan University,Department of Neurology,Guangzhou,China","institution_ids":["https://openalex.org/I4210162753"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100325209","display_name":"Jiang Liu","orcid":"https://orcid.org/0000-0001-6281-6505"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Liu","raw_affiliation_strings":["Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems,Department of Computer Science and Engineering,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems,Department of Computer Science and Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5110632060"],"corresponding_institution_ids":["https://openalex.org/I3045169105"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31622635,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9962000250816345,"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"}},"topics":[{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9962000250816345,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9782999753952026,"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/metric","display_name":"Metric (unit)","score":0.658733606338501},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.6487964987754822},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6121649742126465},{"id":"https://openalex.org/keywords/lung-cancer-screening","display_name":"Lung cancer screening","score":0.5508355498313904},{"id":"https://openalex.org/keywords/nodule","display_name":"Nodule (geology)","score":0.5399605631828308},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.4693017303943634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44490814208984375},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3020552396774292},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.21669533848762512},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1481771171092987},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11874926090240479},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11737588047981262}],"concepts":[{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.658733606338501},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.6487964987754822},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6121649742126465},{"id":"https://openalex.org/C2777405583","wikidata":"https://www.wikidata.org/wiki/Q6704277","display_name":"Lung cancer screening","level":3,"score":0.5508355498313904},{"id":"https://openalex.org/C2776731575","wikidata":"https://www.wikidata.org/wiki/Q2916245","display_name":"Nodule (geology)","level":2,"score":0.5399605631828308},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.4693017303943634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44490814208984375},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3020552396774292},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.21669533848762512},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1481771171092987},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11874926090240479},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11737588047981262},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme57554.2024.10687628","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icme57554.2024.10687628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322292","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1452353705","https://openalex.org/W1874454018","https://openalex.org/W1978517039","https://openalex.org/W1986649315","https://openalex.org/W2028863406","https://openalex.org/W2052271957","https://openalex.org/W2102275868","https://openalex.org/W2105003397","https://openalex.org/W2132083787","https://openalex.org/W2155487652","https://openalex.org/W2194775991","https://openalex.org/W2476831149","https://openalex.org/W2565639579","https://openalex.org/W2598634450","https://openalex.org/W2767128594","https://openalex.org/W2889646458","https://openalex.org/W2898536887","https://openalex.org/W2963777800","https://openalex.org/W3023418887","https://openalex.org/W3035459165","https://openalex.org/W3046768359","https://openalex.org/W3106483999","https://openalex.org/W3108274592","https://openalex.org/W3111723083","https://openalex.org/W3129137136","https://openalex.org/W3215000307","https://openalex.org/W4206841660","https://openalex.org/W4297791103"],"related_works":["https://openalex.org/W1964806738","https://openalex.org/W4243779904","https://openalex.org/W4386457524","https://openalex.org/W2738392531","https://openalex.org/W3119394462","https://openalex.org/W2003625414","https://openalex.org/W4388045257","https://openalex.org/W4229030861","https://openalex.org/W2009875305","https://openalex.org/W2011970480"],"abstract_inverted_index":{"The":[0,60],"characteristics":[1,109],"of":[2,62,110],"3D":[3,40,65],"nodules":[4,54,135],"on":[5,99,113],"Computed":[6],"Tomography":[7],"(CT),":[8],"including":[9],"size,":[10],"location,":[11],"shape,":[12],"and":[13,23,52,83,91,117,129,137],"attenuation,":[14],"are":[15,64,96],"primary":[16],"medical":[17,100],"clues":[18,101],"for":[19,30,102],"distinguishing":[20],"between":[21],"benign":[22],"malignant":[24],"nodules.":[25,111],"To":[26],"support":[27],"evidence-based":[28],"decision-making":[29],"lung":[31],"cancer":[32],"screening":[33],"in":[34],"clinical":[35],"practice,":[36],"we":[37],"present":[38],"a":[39,87,118],"Nodule":[41],"Content-based":[42],"Metric":[43],"Learning":[44],"(3D-NCML)":[45],"network":[46,105],"to":[47,56,73,106],"retrieve":[48],"subsolid-benign,":[49],"subsolid-malignant,":[50],"solid-benign,":[51],"solid-malignant":[53],"similar":[55,134],"the":[57,70,104,114],"indeterminate":[58],"ones.":[59],"inputs":[61],"3D-NCML":[63,123],"patches":[66],"that":[67,122],"exactly":[68],"contain":[69],"whole":[71],"nodule":[72],"ensure":[74],"all":[75],"visual":[76],"information":[77],"is":[78],"included.":[79],"A":[80],"spatial":[81],"position":[82],"size":[84],"coding":[85],"module,":[86,90],"shape":[88],"encoder":[89],"an":[92],"attenuation":[93],"extraction":[94],"module":[95],"designed":[97],"based":[98],"guiding":[103],"learn":[107],"important":[108],"Experiments":[112],"LIDC-IDRI":[115],"dataset":[116,120],"private":[119],"demonstrate":[121],"outperforms":[124],"other":[125],"methods":[126],"by":[127],"quantitative":[128],"qualitative":[130],"analysis,":[131],"with":[132],"more":[133],"retrieved":[136],"ranked":[138],"ahead.":[139]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
