{"id":"https://openalex.org/W4395096791","doi":"https://doi.org/10.1109/jbhi.2024.3393018","title":"Memory-Based Cross-Modal Semantic Alignment Network for Radiology Report Generation","display_name":"Memory-Based Cross-Modal Semantic Alignment Network for Radiology Report Generation","publication_year":2024,"publication_date":"2024-04-24","ids":{"openalex":"https://openalex.org/W4395096791","doi":"https://doi.org/10.1109/jbhi.2024.3393018","pmid":"https://pubmed.ncbi.nlm.nih.gov/38656853"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3393018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3393018","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"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/A5088317619","display_name":"Yitian Tao","orcid":"https://orcid.org/0000-0002-1973-5360"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]},{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yitian Tao","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China","School of Biomedical Engineering, Shanghaitech University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"School of Biomedical Engineering, Shanghaitech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100516312","display_name":"Liyan Ma","orcid":"https://orcid.org/0000-0001-8377-0163"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liyan Ma","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101672021","display_name":"Jing Yu","orcid":"https://orcid.org/0000-0002-3966-511X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Yu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108049200","display_name":"Han Zhang","orcid":"https://orcid.org/0000-0002-6645-8810"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Zhang","raw_affiliation_strings":["School of Biomedical Engineering, Shanghaitech University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Shanghaitech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088317619"],"corresponding_institution_ids":["https://openalex.org/I141962983","https://openalex.org/I30809798"],"apc_list":null,"apc_paid":null,"fwci":5.4843,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.96796565,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"28","issue":"7","first_page":"4145","last_page":"4156"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9933000206947327,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8536614179611206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5483846664428711},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.4933437407016754},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.46423450112342834},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45559147000312805},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.45519694685935974},{"id":"https://openalex.org/keywords/pascal","display_name":"Pascal (unit)","score":0.4513307809829712},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3739457130432129},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35068345069885254},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3336350917816162}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8536614179611206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5483846664428711},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.4933437407016754},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.46423450112342834},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45559147000312805},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.45519694685935974},{"id":"https://openalex.org/C75608658","wikidata":"https://www.wikidata.org/wiki/Q44395","display_name":"Pascal (unit)","level":2,"score":0.4513307809829712},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3739457130432129},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35068345069885254},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3336350917816162},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011873","descriptor_name":"Radiology Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011873","descriptor_name":"Radiology Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011873","descriptor_name":"Radiology Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011873","descriptor_name":"Radiology Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011873","descriptor_name":"Radiology Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2024.3393018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3393018","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:38656853","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38656853","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_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":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3441268574","display_name":null,"funder_award_id":"21ZR1423300","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1895577753","https://openalex.org/W2007402939","https://openalex.org/W2101105183","https://openalex.org/W2152772232","https://openalex.org/W2194775991","https://openalex.org/W2302086703","https://openalex.org/W2575842049","https://openalex.org/W2770165365","https://openalex.org/W2888321701","https://openalex.org/W2896457183","https://openalex.org/W2949167374","https://openalex.org/W2963084599","https://openalex.org/W2963967185","https://openalex.org/W2995225687","https://openalex.org/W3021155507","https://openalex.org/W3034655362","https://openalex.org/W3035284526","https://openalex.org/W3035524453","https://openalex.org/W3094502228","https://openalex.org/W3098325931","https://openalex.org/W3104027471","https://openalex.org/W3104371371","https://openalex.org/W3104609094","https://openalex.org/W3164654615","https://openalex.org/W3166845084","https://openalex.org/W3171007011","https://openalex.org/W3173688449","https://openalex.org/W3174714208","https://openalex.org/W3175212568","https://openalex.org/W3175737519","https://openalex.org/W3181252431","https://openalex.org/W3197409584","https://openalex.org/W3202679357","https://openalex.org/W4221165884","https://openalex.org/W4231122779","https://openalex.org/W4281729070","https://openalex.org/W4283319802","https://openalex.org/W4290716922","https://openalex.org/W4296122936","https://openalex.org/W4297828572","https://openalex.org/W4312420429","https://openalex.org/W4385573131","https://openalex.org/W4386003857","https://openalex.org/W4386047824","https://openalex.org/W4386065580","https://openalex.org/W4386076127","https://openalex.org/W6615672858","https://openalex.org/W6631190155","https://openalex.org/W6677328238","https://openalex.org/W6682631176","https://openalex.org/W6682962330","https://openalex.org/W6751672534","https://openalex.org/W6784440508","https://openalex.org/W6840426214"],"related_works":["https://openalex.org/W2069133146","https://openalex.org/W1663079876","https://openalex.org/W2017545316","https://openalex.org/W2100576949","https://openalex.org/W2159686533","https://openalex.org/W4242339654","https://openalex.org/W2349160795","https://openalex.org/W2135595438","https://openalex.org/W2993291555","https://openalex.org/W1994670609"],"abstract_inverted_index":{"Generating":[0],"radiology":[1,57,69],"reports":[2,172],"automatically":[3],"reduces":[4],"the":[5,11,28,48,52,56,113,122,126,155,165,174,190,202],"workload":[6],"of":[7,13,125,193],"radiologists":[8],"and":[9,42,59,67,111,157,167],"helps":[10],"diagnoses":[12],"specific":[14],"diseases.":[15],"Many":[16],"existing":[17],"methods":[18],"take":[19],"this":[20,73],"task":[21],"as":[22,101,103,185],"modality":[23],"transfer":[24],"process.":[25],"However,":[26],"since":[27],"key":[29],"information":[30,169],"related":[31],"to":[32,50,64,97,109,116,144,154,163],"disease":[33],"accounts":[34],"for":[35,47,106],"a":[36,77,90,132],"small":[37],"proportion":[38],"in":[39],"both":[40],"image":[41,58],"report,":[43,61],"it":[44],"is":[45,138,141],"hard":[46],"model":[49,82],"learn":[51,98],"latent":[53],"relation":[54],"between":[55],"its":[60],"thus":[62],"failing":[63],"generate":[65,145],"fluent":[66],"accurate":[68],"reports.":[70],"To":[71,120],"tackle":[72],"problem,":[74],"we":[75,176],"propose":[76],"memory-based":[78],"cross-modal":[79,133],"semantic":[80,123,134,146],"alignment":[81,135],"(MCSAM)":[83],"following":[84],"an":[85],"encoder-decoder":[86],"paradigm.":[87],"MCSAM":[88],"includes":[89],"well":[91,102],"initialized":[92],"long-term":[93],"clinical":[94],"memory":[95,115,179],"bank":[96],"disease-related":[99],"representations":[100],"prior":[104,130],"knowledge":[105],"different":[107],"modalities":[108],"retrieve":[110],"use":[112,177],"retrieved":[114,127],"perform":[117],"feature":[118,148],"consolidation.":[119],"ensure":[121],"consistency":[124],"cross":[128],"modal":[129],"knowledge,":[131],"module":[136],"(SAM)":[137],"proposed.":[139],"SAM":[140],"also":[142],"able":[143],"visual":[147],"embeddings":[149],"which":[150,181,197],"can":[151,182],"be":[152,183],"added":[153],"decoder":[156],"benefits":[158],"report":[159],"generation.":[160],"More":[161],"importantly,":[162],"memorize":[164],"state":[166],"additional":[168],"while":[170],"generating":[171],"with":[173],"decoder,":[175],"learnable":[178],"tokens":[180],"seen":[184],"prompts.":[186],"Extensive":[187],"experiments":[188],"demonstrate":[189],"promising":[191],"performance":[192,200],"our":[194],"proposed":[195],"method":[196],"generates":[198],"state-of-the-art":[199],"on":[201],"MIMIC-CXR":[203],"dataset.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
