{"id":"https://openalex.org/W4406611529","doi":"https://doi.org/10.1109/smc54092.2024.10832064","title":"A Cross-Modal Interactive Memory Network Based on Fine-Grained Medical Feature Extraction for Radiology Report Generation","display_name":"A Cross-Modal Interactive Memory Network Based on Fine-Grained Medical Feature Extraction for Radiology Report Generation","publication_year":2024,"publication_date":"2024-10-06","ids":{"openalex":"https://openalex.org/W4406611529","doi":"https://doi.org/10.1109/smc54092.2024.10832064"},"language":"en","primary_location":{"id":"doi:10.1109/smc54092.2024.10832064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc54092.2024.10832064","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 Systems, Man, and Cybernetics (SMC)","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/A5017519145","display_name":"Xitong Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xitong Ma","raw_affiliation_strings":["Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078267786","display_name":"Yu Kuang","orcid":"https://orcid.org/0000-0001-9451-4640"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuansen Kuang","raw_affiliation_strings":["Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101924090","display_name":"Lin Yuan","orcid":"https://orcid.org/0000-0002-9694-8191"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Yuan","raw_affiliation_strings":["Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023504355","display_name":"Tian Cheng","orcid":"https://orcid.org/0000-0002-3540-8247"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Tian","raw_affiliation_strings":["Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018445725","display_name":"Yijie Zeng","orcid":"https://orcid.org/0000-0002-8843-0755"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijie Zeng","raw_affiliation_strings":["Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100339577","display_name":"Song Liu","orcid":"https://orcid.org/0000-0001-7120-894X"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Liu","raw_affiliation_strings":["Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5017519145"],"corresponding_institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"],"apc_list":null,"apc_paid":null,"fwci":0.3626,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70879582,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"2520","last_page":"2527"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9832000136375427,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9832000136375427,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.753911018371582},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.6774052381515503},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6312509775161743},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5150225162506104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41409504413604736},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.06190738081932068}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.753911018371582},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6774052381515503},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6312509775161743},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5150225162506104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41409504413604736},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.06190738081932068},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc54092.2024.10832064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc54092.2024.10832064","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 Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1637176842","display_name":null,"funder_award_id":"2021CXGC010102","funder_id":"https://openalex.org/F4320333596","funder_display_name":"Key Technology Research and Development Program of Shandong"}],"funders":[{"id":"https://openalex.org/F4320333596","display_name":"Key Technology Research and Development Program of Shandong","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2101105183","https://openalex.org/W2152772232","https://openalex.org/W2194775991","https://openalex.org/W2770165365","https://openalex.org/W2949167374","https://openalex.org/W2963466845","https://openalex.org/W2970771982","https://openalex.org/W2997704374","https://openalex.org/W3130502265","https://openalex.org/W3177048142","https://openalex.org/W3181252431","https://openalex.org/W4281729070","https://openalex.org/W4285108627","https://openalex.org/W4293479414","https://openalex.org/W4312420429","https://openalex.org/W4312762144","https://openalex.org/W4315475716","https://openalex.org/W4385245566","https://openalex.org/W4386076127","https://openalex.org/W6640212811","https://openalex.org/W6678262379","https://openalex.org/W6682631176","https://openalex.org/W6751711410","https://openalex.org/W6760721734","https://openalex.org/W6785519123","https://openalex.org/W6796636777","https://openalex.org/W6810308114","https://openalex.org/W6864221351"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Radiology":[0],"report":[1,56],"generation":[2,16],"is":[3],"an":[4,159],"essential":[5],"task":[6,26],"in":[7,55,103],"the":[8,15,63,81,84,88,100,142,167,174,206,211],"medical":[9,18,49,124,144,150,161],"field,":[10],"which":[11],"aims":[12],"to":[13,36,47,53,86,137,152,165,182,197,224],"automate":[14],"of":[17,21,65,80,90,169,176,210],"terminology":[19],"descriptions":[20,73,92],"radiology":[22],"images.":[23],"However,":[24],"this":[25,149],"currently":[27],"suffers":[28],"from":[29],"several":[30],"problems:":[31],"1)":[32],"existing":[33,95],"methods":[34],"need":[35],"manually":[37],"build":[38],"knowledge":[39,52,146,151,162,172],"graphs":[40],"or":[41,50],"templates":[42],"(consuming":[43],"time":[44],"and":[45,71,105,140,147,179,204,215,221],"effort)":[46],"introduce":[48],"prior":[51],"assist":[54],"generation;":[57],"2)":[58],"previous":[59],"models":[60,85],"cannot":[61,97],"handle":[62],"problem":[64],"data":[66],"bias":[67],"well":[68],"(anomaly":[69],"reports":[70,107],"anomaly":[72,91],"make":[74],"up":[75],"only":[76],"a":[77,116,132,191],"tiny":[78],"portion":[79],"dataset),":[82],"causing":[83],"ignore":[87],"learning":[89,168],"easily;":[93],"3)":[94],"approaches":[96],"robustly":[98],"supervise":[99],"model,":[101,129],"resulting":[102],"incomplete":[104],"inconsistent":[106],"being":[108],"generated.":[109],"To":[110],"address":[111],"these":[112],"issues,":[113],"we":[114,130,157,189],"propose":[115],"cross-modal":[117,133,192],"interactive":[118,134],"memory":[119,135],"network":[120,136],"based":[121],"on":[122,219],"fine-grained":[123,171],"feature":[125],"extraction.":[126],"In":[127,187],"our":[128,217],"design":[131,158,190],"automatically":[138],"store":[139],"remember":[141],"required":[143],"text":[145,185],"use":[148],"help":[153],"generate":[154],"reports.":[155],"Furthermore,":[156],"abnormal":[160,170],"enhancement":[163],"module":[164],"enhance":[166],"through":[173],"interaction":[175],"disease":[177],"topics":[178],"their":[180],"states":[181],"interact":[183],"with":[184,226],"features.":[186],"addition,":[188],"joint":[193],"semantic":[194,199],"loss":[195],"unit":[196],"reduce":[198],"differences":[200],"between":[201],"different":[202],"features":[203],"improve":[205],"visual":[207],"representation":[208],"ability":[209],"model.":[212],"We":[213],"experimented":[214],"evaluated":[216],"model":[218],"MIMIC-CXR":[220],"IU-Xray":[222],"datasets":[223],"compare":[225],"other":[227],"baseline":[228],"models.":[229]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
