{"id":"https://openalex.org/W4401749448","doi":"https://doi.org/10.1109/isbi56570.2024.10635417","title":"Chest-Diffusion: A Light-Weight Text-to-Image Model for Report-to-CXR Generation","display_name":"Chest-Diffusion: A Light-Weight Text-to-Image Model for Report-to-CXR Generation","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401749448","doi":"https://doi.org/10.1109/isbi56570.2024.10635417"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635417","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635417","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","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/A5009845927","display_name":"Peng Huang","orcid":"https://orcid.org/0000-0003-0168-7644"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peng Huang","raw_affiliation_strings":["Fudan University,Department of Electronic Engineering,Shanghai,China,200433"],"affiliations":[{"raw_affiliation_string":"Fudan University,Department of Electronic Engineering,Shanghai,China,200433","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111283660","display_name":"Xue Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Gao","raw_affiliation_strings":["Fudan University,Department of Electronic Engineering,Shanghai,China,200433"],"affiliations":[{"raw_affiliation_string":"Fudan University,Department of Electronic Engineering,Shanghai,China,200433","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103418445","display_name":"Lihong Huang","orcid":"https://orcid.org/0000-0002-7294-9587"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihong Huang","raw_affiliation_strings":["Fudan University,Department of Electronic Engineering,Shanghai,China,200433"],"affiliations":[{"raw_affiliation_string":"Fudan University,Department of Electronic Engineering,Shanghai,China,200433","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102991669","display_name":"Jing Jiao","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Jiao","raw_affiliation_strings":["Fudan University,Department of Electronic Engineering,Shanghai,China,200433"],"affiliations":[{"raw_affiliation_string":"Fudan University,Department of Electronic Engineering,Shanghai,China,200433","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100649512","display_name":"Xiaokang Li","orcid":"https://orcid.org/0000-0001-8392-3211"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaokang Li","raw_affiliation_strings":["Fudan University,Department of Electronic Engineering,Shanghai,China,200433"],"affiliations":[{"raw_affiliation_string":"Fudan University,Department of Electronic Engineering,Shanghai,China,200433","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113181299","display_name":"Yuanyuan Wang","orcid":"https://orcid.org/0000-0001-7926-5615"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Wang","raw_affiliation_strings":["Fudan University,Department of Electronic Engineering,Shanghai,China,200433"],"affiliations":[{"raw_affiliation_string":"Fudan University,Department of Electronic Engineering,Shanghai,China,200433","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049706279","display_name":"Yi Guo","orcid":"https://orcid.org/0000-0002-7142-2871"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Guo","raw_affiliation_strings":["Fudan University,Department of Electronic Engineering,Shanghai,China,200433"],"affiliations":[{"raw_affiliation_string":"Fudan University,Department of Electronic Engineering,Shanghai,China,200433","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5009845927"],"corresponding_institution_ids":["https://openalex.org/I24943067"],"apc_list":null,"apc_paid":null,"fwci":1.7283,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.85770794,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9366000294685364,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9366000294685364,"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/T10862","display_name":"AI in cancer detection","score":0.9294999837875366,"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/diffusion","display_name":"Diffusion","score":0.5713803172111511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5499333143234253},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.47403526306152344},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.46280592679977417},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39200401306152344},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35520219802856445},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.20909786224365234}],"concepts":[{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5713803172111511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5499333143234253},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.47403526306152344},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.46280592679977417},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39200401306152344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35520219802856445},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20909786224365234},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635417","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635417","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","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/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W2579601083","https://openalex.org/W2614637450","https://openalex.org/W2913279579","https://openalex.org/W2962793481","https://openalex.org/W2963466845","https://openalex.org/W3036167779","https://openalex.org/W3128633191","https://openalex.org/W3165647589","https://openalex.org/W3196990271","https://openalex.org/W4226125322","https://openalex.org/W4281485151","https://openalex.org/W4301206121","https://openalex.org/W4304701343","https://openalex.org/W4309953923","https://openalex.org/W4312933868","https://openalex.org/W4313484371","https://openalex.org/W4321855097","https://openalex.org/W4323066559","https://openalex.org/W4367181092","https://openalex.org/W4377371580","https://openalex.org/W4386047807","https://openalex.org/W6758679787","https://openalex.org/W6765779288","https://openalex.org/W6779823529","https://openalex.org/W6791353385","https://openalex.org/W6796242362","https://openalex.org/W6802824715","https://openalex.org/W6810940779","https://openalex.org/W6838639034","https://openalex.org/W6846236161","https://openalex.org/W6847208102","https://openalex.org/W6849367332","https://openalex.org/W6849617328","https://openalex.org/W6850090732","https://openalex.org/W6853182932"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2772917594","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398","https://openalex.org/W2775347418"],"abstract_inverted_index":{"Text-to-image":[0],"generation":[1,6],"has":[2],"important":[3],"implications":[4],"for":[5,72],"of":[7,52,95,114,133,140,144],"diverse":[8],"and":[9,34,50,84],"controllable":[10],"images.":[11,56,98],"Several":[12],"attempts":[13],"have":[14],"been":[15],"made":[16],"to":[17,22,81,88],"adapt":[18],"Stable":[19],"Diffusion":[20],"(SD)":[21],"the":[23,27,48,53,93,96,107,111,115,124,130,141],"medical":[24,32,55],"domain.":[25],"However,":[26],"large":[28],"distribution":[29],"difference":[30],"between":[31],"reports":[33],"natural":[35],"texts,":[36],"as":[37,39,106],"well":[38],"high":[40],"computational":[41,112,142],"complexity":[42,113,143],"in":[43],"common":[44],"stable":[45],"diffusion":[46,67,116],"limit":[47],"authenticity":[49,94],"feasibility":[51],"generated":[54,97],"To":[57],"solve":[58],"above":[59],"problems,":[60],"we":[61,100],"propose":[62],"a":[63,77,102],"novel":[64],"light-weight":[65,103],"transformer-based":[66],"model":[68],"learning":[69],"framework,":[70],"Chest-Diffusion,":[71],"report-to-CXR":[73],"generation.":[74],"Chest-Diffusion":[75,122],"employs":[76],"domain-specific":[78],"text":[79,86],"encoder":[80],"obtain":[82],"accurate":[83],"expressive":[85],"features":[87],"guide":[89],"image":[90],"generation,":[91],"improving":[92],"Meanwhile,":[99],"introduce":[101],"transformer":[104],"architecture":[105],"denoising":[108],"model,":[109],"reducing":[110],"model.":[117],"Experiments":[118],"demonstrate":[119],"that":[120],"our":[121],"achieves":[123],"lowest":[125],"FID":[126],"score":[127],"24.456,":[128],"under":[129],"computation":[131],"budget":[132],"118.918":[134],"GFLOPs,":[135],"which":[136],"is":[137],"nearly":[138],"one-third":[139],"SD.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}