{"id":"https://openalex.org/W4226083382","doi":"https://doi.org/10.1145/3486622.3493946","title":"Disease Classification on Admission and on Discharge with Residual CNN-Transformer","display_name":"Disease Classification on Admission and on Discharge with Residual CNN-Transformer","publication_year":2021,"publication_date":"2021-12-14","ids":{"openalex":"https://openalex.org/W4226083382","doi":"https://doi.org/10.1145/3486622.3493946"},"language":"en","primary_location":{"id":"doi:10.1145/3486622.3493946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3486622.3493946","pdf_url":null,"source":{"id":"https://openalex.org/S4363608074","display_name":"IEEE/WIC/ACM International Conference on Web Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/WIC/ACM International Conference on Web Intelligence","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/A5042899877","display_name":"Yu-Ting Lin","orcid":"https://orcid.org/0000-0003-4394-811X"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yu-Ting Lin","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113392197","display_name":"Sheng-Lun Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sheng-Lun Wei","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053932280","display_name":"Hen\u2010Hsen Huang","orcid":"https://orcid.org/0000-0001-9169-3081"},"institutions":[{"id":"https://openalex.org/I4210098366","display_name":"Institute of Information Science, Academia Sinica","ror":"https://ror.org/00z83z196","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210098366","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hen-Hsen Huang","raw_affiliation_strings":["Institute of Information Science, Academia Sinica, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Information Science, Academia Sinica, Taiwan","institution_ids":["https://openalex.org/I4210098366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007279117","display_name":"Hui-Chih Wang","orcid":"https://orcid.org/0000-0001-9279-5688"},"institutions":[{"id":"https://openalex.org/I4210131804","display_name":"National Taiwan University Hospital","ror":"https://ror.org/03nteze27","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210131804"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hui-Chih Wang","raw_affiliation_strings":["National Taiwan University Hospital, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University Hospital, Taiwan","institution_ids":["https://openalex.org/I4210131804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000334344","display_name":"Hsin\u2010Hsi Chen","orcid":"https://orcid.org/0000-0001-9757-9423"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsin-Hsi Chen","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5042899877"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.21938776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"446","last_page":"452"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9783999919891357,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9765999913215637,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/residual","display_name":"Residual","score":0.6965448260307312},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5843195915222168},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.569530725479126},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4314412474632263},{"id":"https://openalex.org/keywords/partial-discharge","display_name":"Partial discharge","score":0.4184757471084595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36338675022125244},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20808619260787964},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.17249232530593872},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15306997299194336},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14490476250648499},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13654324412345886},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.12489360570907593}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6965448260307312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5843195915222168},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.569530725479126},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4314412474632263},{"id":"https://openalex.org/C130143024","wikidata":"https://www.wikidata.org/wiki/Q1929972","display_name":"Partial discharge","level":3,"score":0.4184757471084595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36338675022125244},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20808619260787964},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.17249232530593872},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15306997299194336},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14490476250648499},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13654324412345886},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.12489360570907593}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3486622.3493946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3486622.3493946","pdf_url":null,"source":{"id":"https://openalex.org/S4363608074","display_name":"IEEE/WIC/ACM International Conference on Web Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/WIC/ACM International Conference on Web Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5260311392","display_name":null,"funder_award_id":"MOST 110-2634-F-002-028, MOST 110-2634-F-002-046, MOST 110-2221-E-002-128-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1832693441","https://openalex.org/W1989568037","https://openalex.org/W2096664202","https://openalex.org/W2531468880","https://openalex.org/W2964142373","https://openalex.org/W2997050424","https://openalex.org/W3034503829","https://openalex.org/W3035294872","https://openalex.org/W3101475827"],"related_works":["https://openalex.org/W2973451922","https://openalex.org/W3094412894","https://openalex.org/W3107474891","https://openalex.org/W3174094192","https://openalex.org/W2059251042","https://openalex.org/W2809253131","https://openalex.org/W4224291957","https://openalex.org/W2035586018","https://openalex.org/W4292116820","https://openalex.org/W2982145175"],"abstract_inverted_index":{"Clinical":[0],"professionals":[1],"perform":[2],"disease":[3,80,126],"classification":[4,81,111,127],"on":[5,26,125,128],"both":[6,129,167],"admission":[7,38,131,168],"and":[8,33,132,169],"discharge":[9,134,170],"of":[10,68,107,135],"a":[11,21,78,122,140],"patient,":[12],"but":[13],"previous":[14,92,155],"works":[15],"ignore":[16],"the":[17,37,65,85,89,96,102,109,130,133,149],"former.":[18],"Physicians":[19],"make":[20,52],"preliminary":[22],"diagnosis":[23],"based":[24],"solely":[25],"current":[27],"observations":[28],"such":[29],"as":[30],"chief":[31],"complaint":[32],"present":[34],"illness":[35],"at":[36],"time.":[39],"Only":[40],"limited":[41],"information":[42],"is":[43],"available":[44,62],"to":[45,51,83,100,114],"decide":[46],"which":[47],"examination":[48],"or":[49],"treatment":[50],"afterward.":[53],"On":[54],"discharge,":[55],"complete":[56],"medical":[57],"records":[58],"during":[59],"hospitalization":[60],"are":[61],"for":[63],"deciding":[64],"International":[66],"Classification":[67],"Diseases":[69],"(ICD)":[70],"code.":[71],"Either":[72],"occasion":[73],"should":[74],"be":[75],"covered":[76],"in":[77,166],"comprehensive":[79,123],"system":[82],"meet":[84],"reality.":[86],"Besides,":[87],"from":[88],"technical":[90],"perspective,":[91],"state-of-the-art":[93,164],"models":[94],"employ":[95],"per-label":[97,150],"attention":[98,151],"mechanism":[99],"aggregate":[101],"contextualized":[103],"vectors,":[104],"less":[105],"capable":[106],"handling":[108],"multi-label":[110],"task":[112],"up":[113],"8,921":[115],"codes.":[116],"In":[117],"this":[118],"paper,":[119],"we":[120,138],"conduct":[121],"study":[124],"patients.":[136],"Furthermore,":[137],"propose":[139],"novel":[141],"multi-head":[142],"label":[143],"decoding":[144],"method":[145],"that":[146,160],"can":[147],"replace":[148],"module":[152],"adopted":[153],"by":[154],"works.":[156],"Experimental":[157],"results":[158],"show":[159],"our":[161],"model":[162],"achieves":[163],"performance":[165],"scenarios.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
