{"id":"https://openalex.org/W4392908907","doi":"https://doi.org/10.1109/icassp48485.2024.10447799","title":"EDM: Synthetic Data from Exemplar Diffusion Model Improves Non-Communicable Diseases Detection","display_name":"EDM: Synthetic Data from Exemplar Diffusion Model Improves Non-Communicable Diseases Detection","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392908907","doi":"https://doi.org/10.1109/icassp48485.2024.10447799"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10447799","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10447799","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5083539852","display_name":"Xing Wu","orcid":"https://orcid.org/0000-0001-5331-022X"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"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":"Xing Wu","raw_affiliation_strings":["Shanghai University,Shanghai Institute for Advanced Communication and Data Science,Shanghai,China,200444","School of Computer Engineering and Science, Shanghai University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai University,Shanghai Institute for Advanced Communication and Data Science,Shanghai,China,200444","institution_ids":["https://openalex.org/I113940042"]},{"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/A5100382207","display_name":"Zhi Li","orcid":"https://orcid.org/0000-0001-5074-4049"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Li","raw_affiliation_strings":["Shanghai University,School of Computer Engineering and Science,Shanghai,China,200444"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai University,School of Computer Engineering and Science,Shanghai,China,200444","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051198154","display_name":"Junfeng Yao","orcid":"https://orcid.org/0000-0002-2330-7406"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junfeng Yao","raw_affiliation_strings":["CSSC Seago System Technology Co., Ltd,Shanghai,China,200011"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSSC Seago System Technology Co., Ltd,Shanghai,China,200011","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084189341","display_name":"Quan Qian","orcid":"https://orcid.org/0000-0002-3020-005X"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Qian","raw_affiliation_strings":["Shanghai University,School of Computer Engineering and Science,Shanghai,China,200444"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai University,School of Computer Engineering and Science,Shanghai,China,200444","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100409994","display_name":"Jian Zhang","orcid":"https://orcid.org/0000-0002-7240-3541"},"institutions":[{"id":"https://openalex.org/I4210089783","display_name":"Shanghai Medical Information Center","ror":"https://ror.org/007wz9933","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210089783"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["Shanghai Universal Medical Imaging Diagnostic Center,Shanghai,Chin,200233"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Universal Medical Imaging Diagnostic Center,Shanghai,Chin,200233","institution_ids":["https://openalex.org/I4210089783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029301165","display_name":"Qun Sun","orcid":"https://orcid.org/0000-0002-4372-8865"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210144482","display_name":"Shanghai Sixth People's Hospital","ror":"https://ror.org/049zrh188","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210144482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qun Sun","raw_affiliation_strings":["Shanghai JiaoTong University,Shanghai Sixth People’s Hospital,Shanghai,China,200235"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai JiaoTong University,Shanghai Sixth People’s Hospital,Shanghai,China,200235","institution_ids":["https://openalex.org/I4210144482","https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045081171","display_name":"Yike Guo","orcid":"https://orcid.org/0000-0002-3075-2161"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yike Guo","raw_affiliation_strings":["Hong Kong University of Science and Technology,Hong Kong SAR,China","Hong Kong University of Science and Technology, Hong Kong SAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology,Hong Kong SAR,China","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Hong Kong University of Science and Technology, Hong Kong SAR, China","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4360","last_page":"4364"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.9769999980926514,"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/T14319","display_name":"Currency Recognition and Detection","score":0.9769999980926514,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9334999918937683,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.595417857170105},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5572531223297119},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5305628776550293},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36763691902160645},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10388556122779846},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0750754177570343}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.595417857170105},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5572531223297119},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5305628776550293},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36763691902160645},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10388556122779846},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0750754177570343},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp48485.2024.10447799","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10447799","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-138462","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-138462","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1252371450","display_name":null,"funder_award_id":"21QB1401900","funder_id":"https://openalex.org/F4320327803","funder_display_name":"Shanghai Rising-Star Program"},{"id":"https://openalex.org/G2391434384","display_name":null,"funder_award_id":"62172267","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8007972432","display_name":"\u6982\u5ff5\u5d4c\u5165\uff1a\u57fa\u4e8e\u6982\u5ff5\u68ee\u6797\u7684\u6df1\u5ea6\u8868\u8fbe\u5b66\u4e60\u53ef\u89e3\u91ca\u6027\u7814\u7a76","funder_award_id":"61936001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327803","display_name":"Shanghai Rising-Star Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2124622021","https://openalex.org/W2135195411","https://openalex.org/W2198986894","https://openalex.org/W2550734654","https://openalex.org/W2778457736","https://openalex.org/W2782149142","https://openalex.org/W3036167779","https://openalex.org/W3080301222","https://openalex.org/W4229069148","https://openalex.org/W4293451287","https://openalex.org/W4296295611","https://openalex.org/W4312732969","https://openalex.org/W4312753596","https://openalex.org/W4386072118","https://openalex.org/W6779823529"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"There":[0],"have":[1],"been":[2],"researches":[3],"revealing":[4],"obvious":[5],"associations":[6],"between":[7],"facial":[8,65,75,126],"phenotypes":[9],"and":[10,29,99,107,114,130],"non-communicable":[11,70,131],"diseases":[12],"(NCDs),":[13],"which":[14],"enables":[15],"effective":[16],"health":[17],"assessment":[18],"with":[19,103],"the":[20,27,36,57,84,89,118],"integration":[21],"of":[22,32,38,59,94,105,120],"model-based":[23],"learning":[24],"methods.":[25],"However,":[26],"paucity":[28],"poor":[30],"quality":[31],"available":[33],"datasets":[34],"hinder":[35],"development":[37],"potent":[39],"algorithms":[40],"to":[41,63],"detect":[42],"NCDs.":[43],"To":[44],"meet":[45],"this":[46],"challenge,":[47],"we":[48],"propose":[49],"a":[50,73],"method":[51,87,123],"called":[52],"Exemplar":[53],"Diffusion":[54],"Model":[55],"(EDM),":[56],"objective":[58],"proposed":[60,85,121],"EDM":[61,86,122],"is":[62],"generate":[64],"images":[66],"that":[67,83],"illustrate":[68],"simulated":[69],"diseases,":[71],"utilizing":[72],"normal":[74],"image":[76,127],"as":[77],"input.":[78],"Extensive":[79],"experimental":[80],"results":[81],"show":[82],"outperforms":[88],"state-of-the-art":[90],"methods":[91],"in":[92,124],"terms":[93],"Frechet":[95],"Inception":[96],"Distance":[97],"(FID)":[98],"Quality":[100],"Score":[101],"(QS),":[102],"improvements":[104],"0.11":[106],"0.74,":[108],"respectively.":[109],"Furthermore,":[110],"comprehensive":[111],"ablation":[112],"studies":[113],"comparative":[115],"experiments":[116],"prove":[117],"value":[119],"large-scale":[125],"dataset":[128],"generation":[129],"disease":[132],"detection.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}