{"id":"https://openalex.org/W4390580694","doi":"https://doi.org/10.15837/ijccc.2024.1.6251","title":"Automated Generation of ICD-11 Cluster Codes for Precision Medical Record Classification","display_name":"Automated Generation of ICD-11 Cluster Codes for Precision Medical Record Classification","publication_year":2024,"publication_date":"2024-01-04","ids":{"openalex":"https://openalex.org/W4390580694","doi":"https://doi.org/10.15837/ijccc.2024.1.6251"},"language":"en","primary_location":{"id":"doi:10.15837/ijccc.2024.1.6251","is_oa":true,"landing_page_url":"https://doi.org/10.15837/ijccc.2024.1.6251","pdf_url":"https://univagora.ro/jour/index.php/ijccc/article/download/6251/2011","source":{"id":"https://openalex.org/S147751515","display_name":"International Journal of Computers Communications & Control","issn_l":"1841-9836","issn":["1841-9836","1841-9844"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310314650","host_organization_name":"Agora University","host_organization_lineage":["https://openalex.org/P4310314650"],"host_organization_lineage_names":["Agora University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL JOURNAL OF COMPUTERS  COMMUNICATIONS &amp; CONTROL","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://univagora.ro/jour/index.php/ijccc/article/download/6251/2011","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056543021","display_name":"Jiayi Feng","orcid":"https://orcid.org/0000-0002-1435-4534"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiayi Feng","raw_affiliation_strings":["Department of Information Management, Beijing Jiaotong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Beijing Jiaotong University, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008891083","display_name":"Runtong Zhang","orcid":"https://orcid.org/0000-0003-0246-5058"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runtong Zhang","raw_affiliation_strings":["Department of Information Management, Beijing Jiaotong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Beijing Jiaotong University, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007190842","display_name":"Donghua Chen","orcid":"https://orcid.org/0000-0003-1786-7551"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Donghua Chen","raw_affiliation_strings":["Department of Information Management, Beijing Jiaotong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Beijing Jiaotong University, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100427516","display_name":"Lei Shi","orcid":"https://orcid.org/0000-0001-7119-3207"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lei Shi","raw_affiliation_strings":["School of Computing, Newcastle University, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computing, Newcastle University, United Kingdom","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052703378","display_name":"Zhaoxing Li","orcid":"https://orcid.org/0000-0003-3560-3461"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhaoxing Li","raw_affiliation_strings":["Department of Electronics and Computer Science, University of Southampton, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Computer Science, University of Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5056543021"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":{"value":500,"currency":"EUR","value_usd":539},"apc_paid":{"value":500,"currency":"EUR","value_usd":539},"fwci":4.0788,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.93942695,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"19","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14400","display_name":"Medical Coding and Health Information","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T14400","display_name":"Medical Coding and Health Information","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9686999917030334,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9553999900817871,"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/computer-science","display_name":"Computer science","score":0.725258469581604},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.6635776162147522},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5863500833511353},{"id":"https://openalex.org/keywords/cosine-similarity","display_name":"Cosine similarity","score":0.5842202305793762},{"id":"https://openalex.org/keywords/medical-classification","display_name":"Medical classification","score":0.5537237524986267},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.464912474155426},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4588637053966522},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33894628286361694},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33287668228149414},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.2753778100013733},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11844253540039062},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11424076557159424}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.725258469581604},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.6635776162147522},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5863500833511353},{"id":"https://openalex.org/C2780762811","wikidata":"https://www.wikidata.org/wiki/Q1784941","display_name":"Cosine similarity","level":3,"score":0.5842202305793762},{"id":"https://openalex.org/C154874363","wikidata":"https://www.wikidata.org/wiki/Q3518464","display_name":"Medical classification","level":2,"score":0.5537237524986267},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.464912474155426},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4588637053966522},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33894628286361694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33287668228149414},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.2753778100013733},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11844253540039062},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11424076557159424},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15837/ijccc.2024.1.6251","is_oa":true,"landing_page_url":"https://doi.org/10.15837/ijccc.2024.1.6251","pdf_url":"https://univagora.ro/jour/index.php/ijccc/article/download/6251/2011","source":{"id":"https://openalex.org/S147751515","display_name":"International Journal of Computers Communications & Control","issn_l":"1841-9836","issn":["1841-9836","1841-9844"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310314650","host_organization_name":"Agora University","host_organization_lineage":["https://openalex.org/P4310314650"],"host_organization_lineage_names":["Agora University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL JOURNAL OF COMPUTERS  COMMUNICATIONS &amp; CONTROL","raw_type":"journal-article"},{"id":"pmh:oai:eprints.soton.ac.uk:486483","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.soton.ac.uk/486483/1/6251.pdf","source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.15837/ijccc.2024.1.6251","is_oa":true,"landing_page_url":"https://doi.org/10.15837/ijccc.2024.1.6251","pdf_url":"https://univagora.ro/jour/index.php/ijccc/article/download/6251/2011","source":{"id":"https://openalex.org/S147751515","display_name":"International Journal of Computers Communications & Control","issn_l":"1841-9836","issn":["1841-9836","1841-9844"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310314650","host_organization_name":"Agora University","host_organization_lineage":["https://openalex.org/P4310314650"],"host_organization_lineage_names":["Agora University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL JOURNAL OF COMPUTERS  COMMUNICATIONS &amp; CONTROL","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G145073829","display_name":null,"funder_award_id":"18ZDA086","funder_id":"https://openalex.org/F4320335869","funder_display_name":"National Social Science Fund of China"},{"id":"https://openalex.org/G2152698108","display_name":null,"funder_award_id":"18ZDA086","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4086575005","display_name":null,"funder_award_id":"621730","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G522646492","display_name":null,"funder_award_id":"62102087","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G723782673","display_name":null,"funder_award_id":"62173025","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/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390580694.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W100415715","https://openalex.org/W2024932032","https://openalex.org/W2073753964","https://openalex.org/W2096664202","https://openalex.org/W2171313960","https://openalex.org/W2186997432","https://openalex.org/W2942046592","https://openalex.org/W3021112536","https://openalex.org/W3022353339","https://openalex.org/W3110216777","https://openalex.org/W3156103863","https://openalex.org/W3201604804","https://openalex.org/W4200292856","https://openalex.org/W4210554205","https://openalex.org/W4210603761","https://openalex.org/W4281551498","https://openalex.org/W4283258639","https://openalex.org/W4284959378","https://openalex.org/W4293102215","https://openalex.org/W4294539211","https://openalex.org/W4297990709","https://openalex.org/W4306174044","https://openalex.org/W4308541770","https://openalex.org/W4321461653","https://openalex.org/W4379646338","https://openalex.org/W4382396322","https://openalex.org/W4387394849","https://openalex.org/W4391029329"],"related_works":["https://openalex.org/W1814740154","https://openalex.org/W3031494915","https://openalex.org/W2265172224","https://openalex.org/W2412024162","https://openalex.org/W3031763252","https://openalex.org/W4226145506","https://openalex.org/W2244353837","https://openalex.org/W2347612500","https://openalex.org/W2604748422","https://openalex.org/W3205118888"],"abstract_inverted_index":{"Accurate":[0],"clinical":[1],"coding":[2,19,28,80,93],"using":[3,58],"the":[4,71],"International":[5],"Classification":[6],"of":[7],"Diseases":[8],"(ICD)":[9],"standard":[10],"is":[11],"essential":[12],"for":[13,26],"healthcare":[14,96],"analytics.":[15],"ICD-11":[16,39,56,92],"introduces":[17],"new":[18],"guidelines":[20],"and":[21,52],"cluster":[22,40],"structures,":[23],"posing":[24],"challenges":[25],"existing":[27],"tools.":[29],"This":[30,87],"research":[31],"presents":[32],"an":[33,55],"automated":[34],"approach":[35],"to":[36,54,75,94],"generate":[37],"valid":[38],"codes":[41],"from":[42],"medical":[43],"text.":[44],"Natural":[45],"language":[46],"records":[47],"are":[48],"represented":[49],"as":[50],"vectors":[51],"compared":[53],"corpus":[57],"cosine":[59],"similarity.":[60],"A":[61],"bidirectional":[62],"matching":[63],"technique":[64],"then":[65],"refines":[66],"similarity":[67],"estimation.":[68],"Experiments":[69],"demonstrate":[70],"method":[72],"yields":[73],"up":[74],"0.91":[76],"F1":[77],"score":[78],"in":[79],"accuracy,":[81],"significantly":[82],"outperforming":[83],"a":[84],"baseline":[85],"tool.":[86],"work":[88],"enables":[89],"efficient":[90],"high-quality":[91],"support":[95],"informatics.":[97]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
