{"id":"https://openalex.org/W4400314951","doi":"https://doi.org/10.1109/tce.2024.3419447","title":"Automated ICD Coding via Contrastive Learning With Back-Reference and Synonym Knowledge for Smart Self-Diagnosis Applications","display_name":"Automated ICD Coding via Contrastive Learning With Back-Reference and Synonym Knowledge for Smart Self-Diagnosis Applications","publication_year":2024,"publication_date":"2024-07-04","ids":{"openalex":"https://openalex.org/W4400314951","doi":"https://doi.org/10.1109/tce.2024.3419447"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3419447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3419447","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","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/A5101392611","display_name":"Zhizhuo Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhizhuo Zhao","raw_affiliation_strings":["Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","Ministry of Education, Key Laboratory of Computing Power Network and Information Security, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Computing Power Network and Information Security, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076564877","display_name":"Wenpeng L\u00fc","orcid":"https://orcid.org/0000-0002-1840-3540"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenpeng Lu","raw_affiliation_strings":["Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","Ministry of Education, Key Laboratory of Computing Power Network and Information Security, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Computing Power Network and Information Security, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043549588","display_name":"Xueping Peng","orcid":"https://orcid.org/0000-0002-8901-1472"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xueping Peng","raw_affiliation_strings":["Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW, Australia","Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024257256","display_name":"Lumin Xing","orcid":"https://orcid.org/0000-0002-4726-7824"},"institutions":[{"id":"https://openalex.org/I4210153274","display_name":"Shandong Provincial QianFoShan Hospital","ror":"https://ror.org/03wnrsb51","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153274"]},{"id":"https://openalex.org/I4210163399","display_name":"Shandong First Medical University","ror":"https://ror.org/05jb9pq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163399"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lumin Xing","raw_affiliation_strings":["Shandong Data Open Innovative Application Laboratory, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, China","Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong Data Open Innovative Application Laboratory, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100664346","display_name":"Weiyu Zhang","orcid":"https://orcid.org/0000-0002-4646-1991"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiyu Zhang","raw_affiliation_strings":["Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","Ministry of Education, Key Laboratory of Computing Power Network and Information Security, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Computing Power Network and Information Security, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035746511","display_name":"C. Zheng","orcid":"https://orcid.org/0000-0002-6799-5212"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoqun Zheng","raw_affiliation_strings":["Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","Ministry of Education, Key Laboratory of Computing Power Network and Information Security, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Computing Power Network and Information Security, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101392611"],"corresponding_institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"],"apc_list":null,"apc_paid":null,"fwci":2.049,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88418838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"70","issue":"3","first_page":"6042","last_page":"6053"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.8544999957084656,"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/T11269","display_name":"Algorithms and Data Compression","score":0.8544999957084656,"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/T13999","display_name":"Digital Rights Management and Security","score":0.7950000166893005,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.7634999752044678,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6715202331542969},{"id":"https://openalex.org/keywords/synonym","display_name":"Synonym (taxonomy)","score":0.5683339238166809},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5567724108695984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5205801129341125},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4902055859565735},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4300227761268616},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1029476523399353}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6715202331542969},{"id":"https://openalex.org/C173483453","wikidata":"https://www.wikidata.org/wiki/Q1040689","display_name":"Synonym (taxonomy)","level":3,"score":0.5683339238166809},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5567724108695984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5205801129341125},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4902055859565735},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4300227761268616},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1029476523399353},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C157369684","wikidata":"https://www.wikidata.org/wiki/Q34740","display_name":"Genus","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2024.3419447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3419447","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2084674891","display_name":null,"funder_award_id":"ZR2022MF243","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G4255321686","display_name":null,"funder_award_id":"62376130","funder_id":"https://openalex.org/F4320335577","funder_display_name":"Major Research Plan"},{"id":"https://openalex.org/G4370703751","display_name":null,"funder_award_id":"62102236","funder_id":"https://openalex.org/F4320335577","funder_display_name":"Major Research Plan"},{"id":"https://openalex.org/G4410619294","display_name":null,"funder_award_id":"62102236","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G917634060","display_name":null,"funder_award_id":"62376130","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/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320335577","display_name":"Major Research Plan","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1989568037","https://openalex.org/W2104321900","https://openalex.org/W2396881363","https://openalex.org/W2739515596","https://openalex.org/W2897267517","https://openalex.org/W2911489562","https://openalex.org/W2913198899","https://openalex.org/W2985173696","https://openalex.org/W2997050424","https://openalex.org/W3014847672","https://openalex.org/W3015148313","https://openalex.org/W3035294872","https://openalex.org/W3049334259","https://openalex.org/W3096010158","https://openalex.org/W3135906755","https://openalex.org/W3156636935","https://openalex.org/W4200356937","https://openalex.org/W4205543691","https://openalex.org/W4210603761","https://openalex.org/W4221143523","https://openalex.org/W4224646058","https://openalex.org/W4226203366","https://openalex.org/W4285138657","https://openalex.org/W4285175402","https://openalex.org/W4285505472","https://openalex.org/W4287854971","https://openalex.org/W4291023040","https://openalex.org/W4296872261","https://openalex.org/W4304192668","https://openalex.org/W4312276343","https://openalex.org/W4312349588","https://openalex.org/W4315641412","https://openalex.org/W4367046802","https://openalex.org/W4377101293","https://openalex.org/W4385569933","https://openalex.org/W4385570621","https://openalex.org/W4385570864","https://openalex.org/W4386505553","https://openalex.org/W4386701543","https://openalex.org/W4386918758","https://openalex.org/W4387010730","https://openalex.org/W4392645476","https://openalex.org/W6713780722","https://openalex.org/W6746571747","https://openalex.org/W6757817989","https://openalex.org/W6761672038"],"related_works":["https://openalex.org/W2376156759","https://openalex.org/W2385868535","https://openalex.org/W2757842199","https://openalex.org/W2389730202","https://openalex.org/W3086033917","https://openalex.org/W2366290551","https://openalex.org/W2010484471","https://openalex.org/W2052279886","https://openalex.org/W1819468833","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Smart":[0],"applications":[1,16,33],"are":[2,177,213],"essential":[3],"in":[4,38,185],"intelligent":[5],"consumer":[6],"electronics.":[7],"With":[8],"the":[9,167],"rising":[10],"focus":[11],"on":[12,17,44,199],"health":[13],"concerns,":[14],"self-diagnosis":[15,154],"smart":[18,153],"devices":[19],"have":[20],"gained":[21],"widespread":[22],"popularity,":[23],"attracting":[24],"significant":[25],"attention":[26],"from":[27,112],"both":[28],"consumers":[29],"and":[30,95,144,194,211],"researchers.":[31],"These":[32],"play":[34],"a":[35,128],"crucial":[36],"role":[37],"accurately":[39],"predicting":[40],"potential":[41],"diseases":[42,54],"based":[43],"user-provided":[45],"symptom":[46],"descriptions,":[47],"thereby":[48],"facilitating":[49],"effective":[50],"treatment.":[51],"Distinguishing":[52],"between":[53,74,87,123,192],"with":[55,101,138],"similar":[56,124],"symptoms":[57],"yet":[58],"requiring":[59],"different":[60],"treatments":[61],"is":[62],"essential.":[63],"However,":[64],"automated":[65,132],"ICD":[66,76,133],"coding":[67,134],"faces":[68],"challenges":[69],"due":[70],"to":[71,85,117,121,179],"subtle":[72],"differences":[73],"some":[75],"codes.":[77],"Although":[78],"existing":[79],"methods":[80],"has":[81],"utilized":[82],"contrastive":[83,136,170],"learning":[84,137],"differentiate":[86,122],"codes,":[88],"precise":[89,187],"selection":[90],"of":[91,98,169,189],"high-quality":[92],"negative":[93,164],"samples":[94],"accurate":[96],"matching":[97,175,191],"code":[99,210],"descriptions":[100],"patient":[102,195],"conditions":[103],"remain":[104],"critical":[105],"factors":[106],"influencing":[107],"their":[108],"performance.":[109],"Drawing":[110],"inspiration":[111],"medical":[113],"practices,":[114],"doctors":[115],"tend":[116],"utilize":[118],"back-reference":[119,159],"knowledge":[120],"diseases.":[125],"We":[126],"propose":[127],"novel":[129],"framework":[130],"for":[131,152],"via":[135],"<underline":[139,145,148],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[140,142,146,149,218],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">b</u>ack-<underline":[141],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">r</u>eference":[143],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">s</u>ynonym":[147],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">k</u>nowledge":[150],"(BRSK)":[151],"applications.":[155],"Specifically,":[156],"by":[157],"incorporating":[158],"knowledge,":[160,183],"we":[161],"generate":[162],"challenging":[163],"samples,":[165],"enhancing":[166],"effectiveness":[168],"learning.":[171],"Additionally,":[172],"multi-view":[173],"synonym":[174,182],"networks":[176],"used":[178],"fully":[180],"leverage":[181],"resulting":[184],"more":[186],"modeling":[188],"semantic":[190],"codes":[193],"descriptions.":[196],"Extensive":[197],"experiments":[198],"MIMIC-III":[200],"datasets":[201],"demonstrate":[202],"that":[203],"BRSK":[204],"significantly":[205],"outperformsstate-of-the-art":[206],"baselines":[207],"The":[208],"source":[209],"data":[212],"publicly":[214],"available":[215],"at":[216],"<uri":[217],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/zhaozhizhuo/ICD-BRSK</uri>.":[219]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
