{"id":"https://openalex.org/W3127396520","doi":"https://doi.org/10.1109/bibm49941.2020.9313293","title":"Chest X-ray Lung Chinese Description Generation based on Semantic Labels and Hierarchical LSTM","display_name":"Chest X-ray Lung Chinese Description Generation based on Semantic Labels and Hierarchical LSTM","publication_year":2020,"publication_date":"2020-12-16","ids":{"openalex":"https://openalex.org/W3127396520","doi":"https://doi.org/10.1109/bibm49941.2020.9313293","mag":"3127396520"},"language":"en","primary_location":{"id":"doi:10.1109/bibm49941.2020.9313293","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm49941.2020.9313293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5005526322","display_name":"Xin Huang","orcid":"https://orcid.org/0000-0002-2313-8104"},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Huang","raw_affiliation_strings":["Software College, Jiangxi Normal University, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software College, Jiangxi Normal University, Nanchang, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030978904","display_name":"Biao Zhong","orcid":null},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biao Zhong","raw_affiliation_strings":["Software College, Jiangxi Agricultural University, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software College, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084224429","display_name":"Yuanlong Cao","orcid":"https://orcid.org/0000-0002-6557-6559"},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanlong Cao","raw_affiliation_strings":["Software College, Jiangxi Normal University, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software College, Jiangxi Normal University, Nanchang, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074492862","display_name":"Yugen Yi","orcid":"https://orcid.org/0000-0001-9828-0319"},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yugen Yi","raw_affiliation_strings":["Software College, Jiangxi Normal University, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software College, Jiangxi Normal University, Nanchang, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070227063","display_name":"Mengdan Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengdan Gu","raw_affiliation_strings":["School of Electronics and Information Engineering, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1020","last_page":"1023"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9753999710083008,"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":0.9753999710083008,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.9728999733924866,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9672999978065491,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8107687830924988},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6191096901893616},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6020960807800293},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5710614919662476},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.43430596590042114},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3369961977005005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8107687830924988},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6191096901893616},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6020960807800293},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5710614919662476},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.43430596590042114},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3369961977005005},{"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/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm49941.2020.9313293","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm49941.2020.9313293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4390516098","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W4205302943","https://openalex.org/W2561132942","https://openalex.org/W2142795561","https://openalex.org/W3155418658","https://openalex.org/W4243199227","https://openalex.org/W2510680828","https://openalex.org/W3204019825"],"abstract_inverted_index":{"The":[0,42,110],"automatic":[1],"generation":[2],"of":[3,17,68,76,83,90,92,126],"chest":[4],"X-ray":[5],"report":[6,21,127],"is":[7,108],"a":[8,25,97],"hot":[9],"research":[10,18],"topic":[11],"at":[12],"present.":[13],"Considering":[14],"the":[15,45,56,62,66,69,73,77,81,84,88,113,118,124],"lack":[16,91],"on":[19],"Chinese":[20,32,78],"generation,":[22],"we":[23],"propose":[24],"method":[26],"suitable":[27],"for":[28,72],"lung":[29],"description":[30],"in":[31,61],"reports-a":[33],"model":[34,43,100,120],"that":[35,101,117],"combines":[36],"semantic":[37,52,70,95,103],"labels":[38,71],"and":[39,54,105],"hierarchical":[40],"LSTM.":[41],"analyzes":[44],"anomaly":[46],"report,":[47],"extracts":[48],"high-frequency":[49],"keywords":[50],"as":[51],"labels,":[53],"adds":[55],"abnormal":[57],"binary":[58],"classification":[59],"module":[60],"encoder":[63],"to":[64,86],"correct":[65],"results":[67],"templated":[74],"characteristics":[75],"report.":[79],"In":[80],"design":[82],"decoder,":[85],"address":[87],"problem":[89],"correlation":[93],"between":[94],"Labels,":[96],"two-layer":[98],"LSTM":[99],"fuses":[102],"tags":[104],"image":[106],"features":[107],"proposed.":[109],"comparison":[111],"with":[112],"baseline":[114],"experiment":[115],"shows":[116],"proposed":[119],"can":[121],"effectively":[122],"improve":[123],"quality":[125],"generation.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
