{"id":"https://openalex.org/W4404752295","doi":"https://doi.org/10.18653/v1/2022.aacl-main.47","title":"Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations","display_name":"Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4404752295","doi":"https://doi.org/10.18653/v1/2022.aacl-main.47"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2022.aacl-main.47","doi":"https://doi.org/10.18653/v1/2022.aacl-main.47","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2022.aacl-main.47","pdf_url":"https://aclanthology.org/2022.aacl-main.47.pdf","source":{"id":"https://openalex.org/S7407089100","display_name":"Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing (AACL-IJCNLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://aclanthology.org/2022.aacl-main.47.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044117451","display_name":"Francesco Dalla Serra","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405258204","display_name":"Canon Medical Research Europe (United Kingdom)","ror":"https://ror.org/009e3jw43","country_code":"GB","type":"company","lineage":["https://openalex.org/I1320697193","https://openalex.org/I4405258204"]},{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Francesco Dalla Serra","raw_affiliation_strings":["Canon Medical Research Europe , Edinburgh , United Kingdom","University of Glasgow , Glasgow , United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canon Medical Research Europe , Edinburgh , United Kingdom","institution_ids":["https://openalex.org/I4405258204"]},{"raw_affiliation_string":"University of Glasgow , Glasgow , United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072113750","display_name":"William Clackett","orcid":"https://orcid.org/0000-0003-3975-0135","observed_orcids":["https://orcid.org/0000-0003-3975-0135"]},"institutions":[{"id":"https://openalex.org/I4405258204","display_name":"Canon Medical Research Europe (United Kingdom)","ror":"https://ror.org/009e3jw43","country_code":"GB","type":"company","lineage":["https://openalex.org/I1320697193","https://openalex.org/I4405258204"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"William Clackett","raw_affiliation_strings":["Canon Medical Research Europe , Edinburgh , United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canon Medical Research Europe , Edinburgh , United Kingdom","institution_ids":["https://openalex.org/I4405258204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021503400","display_name":"Hamish MacKinnon","orcid":"https://orcid.org/0000-0002-6796-6905","observed_orcids":["https://orcid.org/0000-0002-6796-6905"]},"institutions":[{"id":"https://openalex.org/I4405258204","display_name":"Canon Medical Research Europe (United Kingdom)","ror":"https://ror.org/009e3jw43","country_code":"GB","type":"company","lineage":["https://openalex.org/I1320697193","https://openalex.org/I4405258204"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hamish MacKinnon","raw_affiliation_strings":["Canon Medical Research Europe , Edinburgh , United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canon Medical Research Europe , Edinburgh , United Kingdom","institution_ids":["https://openalex.org/I4405258204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100669681","display_name":"Chaoyang Wang","orcid":"https://orcid.org/0000-0003-4371-7514","observed_orcids":["https://orcid.org/0000-0003-4371-7514"]},"institutions":[{"id":"https://openalex.org/I4405258204","display_name":"Canon Medical Research Europe (United Kingdom)","ror":"https://ror.org/009e3jw43","country_code":"GB","type":"company","lineage":["https://openalex.org/I1320697193","https://openalex.org/I4405258204"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chaoyang Wang","raw_affiliation_strings":["Canon Medical Research Europe , Edinburgh , United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canon Medical Research Europe , Edinburgh , United Kingdom","institution_ids":["https://openalex.org/I4405258204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082776788","display_name":"Fani Deligianni","orcid":"https://orcid.org/0000-0003-1306-5017","observed_orcids":["https://orcid.org/0000-0003-1306-5017"]},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fani Deligianni","raw_affiliation_strings":["University of Glasgow , Glasgow , United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasgow , Glasgow , United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071842569","display_name":"Jeff Dalton","orcid":"https://orcid.org/0000-0003-2422-8651","observed_orcids":["https://orcid.org/0000-0003-2422-8651"]},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jeff Dalton","raw_affiliation_strings":["University of Glasgow , Glasgow , United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasgow , Glasgow , United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050825546","display_name":"Alison Q. O\u2019Neil","orcid":"https://orcid.org/0000-0001-8371-0603","observed_orcids":["https://orcid.org/0000-0001-8371-0603"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alison Q. O\u2019Neil","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9877,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85425054,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"615","last_page":"624"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9951000213623047,"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":0.9951000213623047,"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/T10028","display_name":"Topic Modeling","score":0.0027000000700354576,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/radiology-report-generation","display_name":"radiology report generation","score":0.9350000023841858},{"id":"https://openalex.org/keywords/multimodal-generation","display_name":"multimodal generation","score":0.8759999871253967},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"named entity recognition","score":0.9129999876022339},{"id":"https://openalex.org/keywords/relation-extraction","display_name":"relation extraction","score":0.9890000224113464},{"id":"https://openalex.org/keywords/medical-text-generation","display_name":"clinical text generation","score":0.6000000238418579},{"id":"https://openalex.org/keywords/multimodal-fusion","display_name":"multimodal fusion","score":0.4620000123977661}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6630634665489197},{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.4476984441280365},{"id":"https://openalex.org/C153604712","wikidata":"https://www.wikidata.org/wiki/Q7310755","display_name":"Relationship extraction","level":3,"score":0.41646474599838257},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3994181156158447},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3762145936489105},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3642979562282562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3599064350128174},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3258439302444458},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.28262603282928467},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.12900462746620178},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.11800539493560791},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.06400662660598755}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/2022.aacl-main.47","doi":"https://doi.org/10.18653/v1/2022.aacl-main.47","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2022.aacl-main.47","pdf_url":"https://aclanthology.org/2022.aacl-main.47.pdf","source":{"id":"https://openalex.org/S7407089100","display_name":"Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing (AACL-IJCNLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.gla.ac.uk:281130","doi":null,"is_oa":true,"landing_page_url":"http://eprints.gla.ac.uk/view/author/56619.html>,","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/I4405259220","host_organization_name":"Institut Agama Islam Negeri Langsa","host_organization_lineage":["https://openalex.org/I4405259220"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Conference Proceedings"}],"best_oa_location":{"id":"doi:10.18653/v1/2022.aacl-main.47","doi":"https://doi.org/10.18653/v1/2022.aacl-main.47","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2022.aacl-main.47","pdf_url":"https://aclanthology.org/2022.aacl-main.47.pdf","source":{"id":"https://openalex.org/S7407089100","display_name":"Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing (AACL-IJCNLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404752295.pdf","grobid_xml":"https://content.openalex.org/works/W4404752295.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W2950635152","https://openalex.org/W2964121744","https://openalex.org/W3166142651","https://openalex.org/W3188252230","https://openalex.org/W4394659038"],"related_works":["https://openalex.org/W4402670042","https://openalex.org/W4411120278","https://openalex.org/W7140131733","https://openalex.org/W4402671354","https://openalex.org/W7166883717","https://openalex.org/W3173688449","https://openalex.org/W3166845084","https://openalex.org/W4385572191","https://openalex.org/W4416036947","https://openalex.org/W4385570926"],"abstract_inverted_index":{"Francesco":[0],"Dalla":[1],"Serra,":[2],"William":[3],"Clackett,":[4],"Hamish":[5],"MacKinnon,":[6],"Chaoyang":[7],"Wang,":[8],"Fani":[9],"Deligianni,":[10],"Jeff":[11],"Dalton,":[12],"Alison":[13],"Q.":[14],"O\u2019Neil.":[15],"Proceedings":[16],"of":[17,21,25],"the":[18,22,26,32],"2nd":[19],"Conference":[20,36],"Asia-Pacific":[23],"Chapter":[24],"Association":[27],"for":[28],"Computational":[29],"Linguistics":[30],"and":[31],"12th":[33],"International":[34],"Joint":[35],"on":[37],"Natural":[38],"Language":[39],"Processing":[40],"(Volume":[41],"1:":[42],"Long":[43],"Papers).":[44],"2022.":[45]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-11-27T00:00:00"}