{"id":"https://openalex.org/W4391759824","doi":"https://doi.org/10.1109/tai.2024.3364586","title":"An Iterative Optimizing Framework for Radiology Report Summarization With ChatGPT","display_name":"An Iterative Optimizing Framework for Radiology Report Summarization With ChatGPT","publication_year":2024,"publication_date":"2024-02-12","ids":{"openalex":"https://openalex.org/W4391759824","doi":"https://doi.org/10.1109/tai.2024.3364586"},"language":"en","primary_location":{"id":"doi:10.1109/tai.2024.3364586","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2024.3364586","pdf_url":null,"source":{"id":"https://openalex.org/S4210169448","display_name":"IEEE Transactions on Artificial Intelligence","issn_l":"2691-4581","issn":["2691-4581"],"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 Transactions on Artificial Intelligence","raw_type":"journal-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/A5101400414","display_name":"Chong Ma","orcid":"https://orcid.org/0000-0002-5068-8814"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chong Ma","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-5068-8814","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068480230","display_name":"Zihao Wu","orcid":"https://orcid.org/0000-0001-7483-6570"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zihao Wu","raw_affiliation_strings":["School of Computing, University of Georgia, Athens, GA, USA","School of computing, University of Georgia, Athens, GA, USA"],"raw_orcid":"https://orcid.org/0000-0001-7483-6570","affiliations":[{"raw_affiliation_string":"School of Computing, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]},{"raw_affiliation_string":"School of computing, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066264565","display_name":"Jiaqi Wang","orcid":"https://orcid.org/0000-0002-3067-9187"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Wang","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-3067-9187","affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102210578","display_name":"Shaochen Xu","orcid":"https://orcid.org/0009-0008-0802-9218"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaochen Xu","raw_affiliation_strings":["School of Computing, University of Georgia, Athens, GA, USA","School of computing, University of Georgia, Athens, GA, USA"],"raw_orcid":"https://orcid.org/0009-0008-0802-9218","affiliations":[{"raw_affiliation_string":"School of Computing, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]},{"raw_affiliation_string":"School of computing, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028574842","display_name":"Yaonai Wei","orcid":"https://orcid.org/0009-0006-5792-7677"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaonai Wei","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0009-0006-5792-7677","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101505879","display_name":"Zhengliang Liu","orcid":"https://orcid.org/0000-0001-7061-6714"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhengliang Liu","raw_affiliation_strings":["School of Computing, University of Georgia, Athens, GA, USA","School of computing, University of Georgia, Athens, GA, USA"],"raw_orcid":"https://orcid.org/0000-0001-7061-6714","affiliations":[{"raw_affiliation_string":"School of Computing, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]},{"raw_affiliation_string":"School of computing, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fang Zeng","orcid":"https://orcid.org/0009-0001-7472-3194"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fang Zeng","raw_affiliation_strings":["Department of Radiology, Massachusetts General Hospital, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0009-0001-7472-3194","affiliations":[{"raw_affiliation_string":"Department of Radiology, Massachusetts General Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026584447","display_name":"Xi Jiang","orcid":"https://orcid.org/0000-0003-3711-0847"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Jiang","raw_affiliation_strings":["Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-3711-0847","affiliations":[{"raw_affiliation_string":"Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344286","display_name":"Lei Guo","orcid":"https://orcid.org/0000-0003-0728-896X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Guo","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0003-0728-896X","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078351384","display_name":"Xiaoyan Cai","orcid":"https://orcid.org/0000-0002-1406-107X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Cai","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-1406-107X","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452839","display_name":"Shu Zhang","orcid":"https://orcid.org/0000-0002-3431-744X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shu Zhang","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-3431-744X","affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100665425","display_name":"Tuo Zhang","orcid":"https://orcid.org/0000-0002-6075-3384"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tuo Zhang","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-6075-3384","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038582366","display_name":"Dajiang Zhu","orcid":"https://orcid.org/0000-0002-6940-3911"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dajiang Zhu","raw_affiliation_strings":["Department of Computer Science and Engineering, The University of Texas at Arlington, Arlington, VA, USA"],"raw_orcid":"https://orcid.org/0000-0002-6940-3911","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The University of Texas at Arlington, Arlington, VA, USA","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000937401","display_name":"Dinggang Shen","orcid":"https://orcid.org/0000-0002-7934-5698"},"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"]},{"id":"https://openalex.org/I4210135459","display_name":"United Imaging Healthcare (China)","ror":"https://ror.org/03qqw3m37","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210135459"]},{"id":"https://openalex.org/I4210157781","display_name":"Shanghai Clinical Research Center","ror":"https://ror.org/057tkkm33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210157781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dinggang Shen","raw_affiliation_strings":["School of Biomedical Engineering, ShanghaiTech University, Shanghai, China","Department of Research and Development, Shanghai United Imaging Intelligence Co., Ltd., Shanghai, China","Shanghai Clinical Research and Trial Center, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7934-5698","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"Department of Research and Development, Shanghai United Imaging Intelligence Co., Ltd., Shanghai, China","institution_ids":["https://openalex.org/I4210135459"]},{"raw_affiliation_string":"Shanghai Clinical Research and Trial Center, Shanghai, China","institution_ids":["https://openalex.org/I4210157781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100647156","display_name":"Tianming Liu","orcid":"https://orcid.org/0000-0002-8132-9048"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianming Liu","raw_affiliation_strings":["School of Computing, University of Georgia, Athens, GA, USA","School of computing, University of Georgia, Athens, GA, USA"],"raw_orcid":"https://orcid.org/0000-0002-8132-9048","affiliations":[{"raw_affiliation_string":"School of Computing, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]},{"raw_affiliation_string":"School of computing, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100331094","display_name":"Xiang Li","orcid":"https://orcid.org/0000-0002-9851-6376"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiang Li","raw_affiliation_strings":["Department of Radiology, Massachusetts General Hospital, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-9851-6376","affiliations":[{"raw_affiliation_string":"Department of Radiology, Massachusetts General Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5101400414"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":20.7224,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.99545296,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"5","issue":"8","first_page":"4163","last_page":"4175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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":0.9997000098228455,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9961000084877014,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9872000217437744,"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/automatic-summarization","display_name":"Automatic summarization","score":0.87911057472229},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5179775953292847},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.43544265627861023},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3968237042427063},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30524390935897827},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3028179407119751}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.87911057472229},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5179775953292847},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.43544265627861023},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3968237042427063},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30524390935897827},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3028179407119751}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tai.2024.3364586","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2024.3364586","pdf_url":null,"source":{"id":"https://openalex.org/S4210169448","display_name":"IEEE Transactions on Artificial Intelligence","issn_l":"2691-4581","issn":["2691-4581"],"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 Transactions on Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1964326564","https://openalex.org/W1974339500","https://openalex.org/W2084333023","https://openalex.org/W2110693578","https://openalex.org/W2152772232","https://openalex.org/W2606974598","https://openalex.org/W2789244308","https://openalex.org/W2911489562","https://openalex.org/W2924690340","https://openalex.org/W2963045354","https://openalex.org/W2963341956","https://openalex.org/W2963466845","https://openalex.org/W2963970666","https://openalex.org/W2970419734","https://openalex.org/W2995225687","https://openalex.org/W2998640556","https://openalex.org/W3042185737","https://openalex.org/W3044438666","https://openalex.org/W3086369502","https://openalex.org/W3098267758","https://openalex.org/W3133101440","https://openalex.org/W3185341429","https://openalex.org/W4205403018","https://openalex.org/W4206353373","https://openalex.org/W4225873349","https://openalex.org/W4285243169","https://openalex.org/W4285520753","https://openalex.org/W4312318847","https://openalex.org/W4322759378","https://openalex.org/W4353007316","https://openalex.org/W4367626167","https://openalex.org/W4381199018","https://openalex.org/W4383374753","https://openalex.org/W4385988359","https://openalex.org/W4386702809","https://openalex.org/W4386722137","https://openalex.org/W4386907303","https://openalex.org/W4387210421","https://openalex.org/W4387642400","https://openalex.org/W6748148878","https://openalex.org/W6761205521","https://openalex.org/W6761268247","https://openalex.org/W6778883912","https://openalex.org/W6791041351","https://openalex.org/W6797716411","https://openalex.org/W6850627791","https://openalex.org/W6851077998","https://openalex.org/W6852969555","https://openalex.org/W6856745014","https://openalex.org/W6856785006","https://openalex.org/W6857629544"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725"],"abstract_inverted_index":{"The":[0,165],"\u201cImpression\u201d":[1],"section":[2],"of":[3,58,106,127,154,172,206,222],"a":[4,8,124,132,193,203],"radiology":[5],"report":[6],"is":[7,24],"critical":[9],"basis":[10],"for":[11,195],"communication":[12],"between":[13,213],"radiologists":[14],"and":[15,34,61,78,91,112,156,178,216],"other":[16],"physicians.":[17],"Typically":[18],"written":[19],"by":[20],"radiologists,":[21],"this":[22,96],"part":[23],"derived":[25],"from":[26],"the":[27,102,118,142,146,152,162,188,211,217],"\u201cFindings\u201d":[28],"section,":[29],"which":[30],"can":[31,199],"be":[32,200],"laborious":[33],"error-prone.":[35],"Although":[36],"deep-learning":[37],"based":[38],"models,":[39],"such":[40,52,86],"as":[41,87],"BERT,":[42],"have":[43,62,73],"achieved":[44],"promising":[45],"results":[46],"in":[47,83,202],"Automatic":[48],"Impression":[49],"Generation":[50],"(AIG),":[51],"models":[53],"often":[54],"require":[55],"substantial":[56],"amounts":[57],"medical":[59],"data":[60,129,185],"poor":[63],"generalization":[64,76],"performance.":[65],"Recently,":[66],"Large":[67],"Language":[68],"Models":[69],"(LLMs)":[70],"like":[71],"ChatGPT":[72],"shown":[74],"strong":[75],"capabilities":[77,105],"performance,":[79],"but":[80],"their":[81],"performance":[82,171],"specific":[84,218],"domains,":[85],"radiology,":[88],"remains":[89],"under-investigated":[90],"potentially":[92],"limited.":[93],"To":[94],"address":[95],"limitation,":[97],"we":[98],"propose":[99],"ImpressionGPT,":[100],"leveraging":[101],"contextual":[103,136],"learning":[104],"LLMs":[107,155,197,215],"through":[108],"our":[109],"dynamic":[110,133],"prompt":[111],"iterative":[113,147],"optimization":[114,148,158],"algorithm":[115,149],"to":[116,130,141],"accomplish":[117],"AIG":[119,173],"task.":[120],"ImpressionGPT":[121,167],"initially":[122],"employs":[123],"small":[125],"amount":[126],"domain-specific":[128],"create":[131],"prompt,":[134],"extracting":[135],"semantic":[137],"information":[138],"closely":[139],"related":[140],"test":[143],"data.":[144],"Subsequently,":[145],"automatically":[150],"evaluates":[151],"output":[153,163],"provides":[157],"suggestions,":[159],"continuously":[160],"refining":[161],"results.":[164],"proposed":[166],"model":[168],"achieves":[169],"superior":[170],"task":[174],"on":[175],"both":[176],"MIMIC-CXR":[177],"OpenI":[179],"datasets":[180],"without":[181],"requiring":[182],"additional":[183],"training":[184],"or":[186],"fine-tuning":[187],"LLMs.":[189],"This":[190],"work":[191],"presents":[192],"paradigm":[194],"localizing":[196],"that":[198],"applied":[201],"wide":[204],"range":[205],"similar":[207],"application":[208],"scenarios,":[209],"bridging":[210],"gap":[212],"general-purpose":[214],"language":[219],"processing":[220],"needs":[221],"various":[223],"domains.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":39},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2024-02-13T00:00:00"}