{"id":"https://openalex.org/W2969364632","doi":"https://doi.org/10.1109/access.2018.2875722","title":"Research on the Aided Diagnosis Method of Diseases Based on Domain Semantic Knowledge Bases","display_name":"Research on the Aided Diagnosis Method of Diseases Based on Domain Semantic Knowledge Bases","publication_year":2019,"publication_date":"2019-08-22","ids":{"openalex":"https://openalex.org/W2969364632","doi":"https://doi.org/10.1109/access.2018.2875722","mag":"2969364632"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2875722","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2875722","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/08807365.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/08807365.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070419519","display_name":"Deyan Chen","orcid":"https://orcid.org/0000-0001-8141-662X"},"institutions":[{"id":"https://openalex.org/I4210134419","display_name":"Neusoft (China)","ror":"https://ror.org/02zc84r97","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210134419"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Deyan Chen","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China","School of Computer Science and Engineering, Northeastern University, Shenyang 110819, China and National Engineering Research Center for Computer Software (Northeastern University), Shenyang 110179, China and Neusoft Institute of Intelligent Healthcare Technology, Co. Ltd., Shenyang 110179, China and Healthcare IT Division, Neusoft Corporation, Shenyang 110179, China"],"raw_orcid":"https://orcid.org/0000-0001-8141-662X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang 110819, China and National Engineering Research Center for Computer Software (Northeastern University), Shenyang 110179, China and Neusoft Institute of Intelligent Healthcare Technology, Co. Ltd., Shenyang 110179, China and Healthcare IT Division, Neusoft Corporation, Shenyang 110179, China","institution_ids":["https://openalex.org/I4210134419","https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101793096","display_name":"Hong Zhao","orcid":"https://orcid.org/0000-0002-9164-1414"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Zhao","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China","School of Computer Science and Engineering, Northeastern University, Shenyang 110819, China and National Engineering Research Center for Computer Software (Northeastern University), Shenyang 110179, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang 110819, China and National Engineering Research Center for Computer Software (Northeastern University), Shenyang 110179, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":null,"display_name":"Xia Zhang","orcid":"https://orcid.org/0000-0003-2199-1088"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China","School of Computer Science and Engineering, Northeastern University, Shenyang 110819, China and National Engineering Research Center for Computer Software (Northeastern University), Shenyang 110179, China and Neusoft Institute of Intelligent Healthcare Technology, Co. Ltd., Shenyang 110179, China"],"raw_orcid":"https://orcid.org/0000-0003-2199-1088","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang 110819, China and National Engineering Research Center for Computer Software (Northeastern University), Shenyang 110179, China and Neusoft Institute of Intelligent Healthcare Technology, Co. Ltd., Shenyang 110179, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070419519"],"corresponding_institution_ids":["https://openalex.org/I4210134419","https://openalex.org/I9224756"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":6.2363,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.96306127,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"122769","last_page":"122781"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8707000017166138,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8707000017166138,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.8381999731063843,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13161","display_name":"Ideological and Political Education","score":0.7889999747276306,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.8430197238922119},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6822786331176758},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6555259823799133},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.5892912745475769},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.581712007522583},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5775982141494751},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.566256046295166},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.5330314636230469},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.46769285202026367},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.44776803255081177},{"id":"https://openalex.org/keywords/subject-matter-expert","display_name":"Subject-matter expert","score":0.4381639063358307},{"id":"https://openalex.org/keywords/medical-knowledge","display_name":"Medical knowledge","score":0.41533368825912476},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.415203332901001},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34247446060180664},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32504671812057495},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11203792691230774},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.10215598344802856},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.09117737412452698}],"concepts":[{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.8430197238922119},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6822786331176758},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6555259823799133},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.5892912745475769},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.581712007522583},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5775982141494751},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.566256046295166},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.5330314636230469},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.46769285202026367},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44776803255081177},{"id":"https://openalex.org/C105002631","wikidata":"https://www.wikidata.org/wiki/Q4833645","display_name":"Subject-matter expert","level":3,"score":0.4381639063358307},{"id":"https://openalex.org/C2985722590","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medical knowledge","level":2,"score":0.41533368825912476},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.415203332901001},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34247446060180664},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32504671812057495},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11203792691230774},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.10215598344802856},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.09117737412452698},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2875722","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2875722","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/08807365.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:efdb54a0bc214f899dc04ade11f56afe","is_oa":true,"landing_page_url":"https://doaj.org/article/efdb54a0bc214f899dc04ade11f56afe","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 122769-122781 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2875722","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2875722","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/08807365.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2638316830","display_name":null,"funder_award_id":"2016YFC1303000","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3868204561","display_name":null,"funder_award_id":"2016YFC1303000","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4512837029","display_name":null,"funder_award_id":"61232015","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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2969364632.pdf","grobid_xml":"https://content.openalex.org/works/W2969364632.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W102708294","https://openalex.org/W185026560","https://openalex.org/W1525432201","https://openalex.org/W1537915039","https://openalex.org/W1548346924","https://openalex.org/W1562643504","https://openalex.org/W1654805921","https://openalex.org/W1885389775","https://openalex.org/W1887112901","https://openalex.org/W1978097159","https://openalex.org/W1979997212","https://openalex.org/W2008270757","https://openalex.org/W2012361142","https://openalex.org/W2014020335","https://openalex.org/W2022166150","https://openalex.org/W2037984755","https://openalex.org/W2042037135","https://openalex.org/W2094728533","https://openalex.org/W2098090158","https://openalex.org/W2113142309","https://openalex.org/W2115423009","https://openalex.org/W2119332773","https://openalex.org/W2122865749","https://openalex.org/W2132045160","https://openalex.org/W2139535184","https://openalex.org/W2140190241","https://openalex.org/W2157076137","https://openalex.org/W2160705305","https://openalex.org/W2188326784","https://openalex.org/W2283535358","https://openalex.org/W2399681162","https://openalex.org/W2462260928","https://openalex.org/W2777198442","https://openalex.org/W2891586027","https://openalex.org/W4235213128","https://openalex.org/W4239696231","https://openalex.org/W4386450958","https://openalex.org/W4407841038","https://openalex.org/W6607619584","https://openalex.org/W6637382961","https://openalex.org/W6639343393","https://openalex.org/W6677258757","https://openalex.org/W6687115571","https://openalex.org/W7061051732"],"related_works":["https://openalex.org/W2385621242","https://openalex.org/W2360899117","https://openalex.org/W2367629516","https://openalex.org/W2086580554","https://openalex.org/W2146662229","https://openalex.org/W2289473054","https://openalex.org/W2019276034","https://openalex.org/W1523252224","https://openalex.org/W1550883778","https://openalex.org/W2019832437"],"abstract_inverted_index":{"The":[0,8,260,284],"health":[1],"care":[2],"domain":[3,53,61,78,292],"is":[4,31,40,57,65,162,185,282,308],"a":[5,28,60,117,316],"knowledge-intensive":[6],"domain.":[7],"quality":[9,36],"of":[10,27,37,73,97,107,141,182,191,197,238,279,301,315,319,337],"clinical":[11,38,137],"diagnosis":[12,39,49,299,313],"relies":[13],"mainly":[14],"on":[15,52,86,151,175,290],"the":[16,25,35,71,74,80,87,91,95,98,101,104,108,112,120,126,131,136,152,159,165,169,176,180,189,195,202,206,219,223,231,274,277,291,297,329],"medical":[17,138,157,224],"knowledge":[18,55,63,72,89,102,294],"and":[19,69,119,194,211,234,240,251,257,263,269,296],"experience":[20],"held":[21],"by":[22,67,244],"doctors.":[23],"However,":[24],"ability":[26],"single":[29],"doctor":[30],"very":[32],"limited,":[33],"so":[34],"currently":[41],"not":[42],"high.":[43],"In":[44],"this":[45,183,280,305],"paper,":[46,306],"an":[47,149],"aided":[48,298,312],"method":[50,181,278,300],"based":[51,85,289],"semantic":[54,62,88,293],"bases":[56],"proposed.":[58,134],"Firstly,":[59],"base":[64,295],"established":[66],"extracting":[68],"refining":[70],"medicine":[75],"subject":[76],"matter":[77],"from":[79,116,130,164],"Freebase":[81],"RDF":[82],"dumps.":[83],"Then,":[84],"base,":[90,103],"algorithms":[92],"for":[93,322,339],"calculating":[94],"weights":[96,106],"symptoms":[99],"in":[100,222,304],"relative":[105,199],"diseases":[109,144,193,302,321,338],"related":[110,121,124,192],"to":[111,125,147,187,310],"input":[113,127,171,177],"symptom":[114,122,128,160,172,178],"set":[115,123,129],"patient,":[118],"patient":[132],"are":[133,145,216,255,267],"Finally,":[135],"record":[139],"data":[140],"several":[142],"common":[143,320],"selected":[146],"make":[148],"evaluation":[150,285],"proposed":[153],"method.":[154],"For":[155],"each":[156],"record,":[158],"information":[161],"extracted":[163],"chief":[166],"complaint":[167],"as":[168,332,334],"patient\u2019s":[170],"set.":[173],"Based":[174],"set,":[179],"paper":[184,281],"used":[186],"obtain":[188],"list":[190],"ranking":[196],"disease":[198,203],"weights.":[200],"From":[201],"relevance":[204],"rankings,":[205],"Top":[207],"1":[208],"(first":[209,213],"diagnosis)":[210],"Top-3":[212,235,252,264],"3":[214],"diagnoses)":[215],"compared":[217],"with":[218,273],"doctor\u2019s":[220],"diagnoses":[221],"records.":[225],"Among":[226],"them,":[227],"ovarian":[228],"cyst":[229],"has":[230],"highest":[232],"Top-1":[233,250,262],"hit":[236,253,265],"rates":[237,254,266],"67.3%":[239],"89.1%,":[241],"respectively.":[242,259,271],"Followed":[243],"acute":[245],"upper":[246],"respiratory":[247],"tract":[248],"infection,":[249],"56.6%":[256],"85.2%,":[258],"average":[261],"47.9%":[268],"79.7%,":[270],"Compared":[272],"relevant":[275],"methods,":[276],"better.":[283],"results":[286],"show":[287],"that":[288],"constructed":[303],"it":[307],"possible":[309],"provide":[311],"services":[314,336],"large":[317],"number":[318],"general":[323],"practitioners":[324],"(especially":[325],"inexperienced":[326],"doctors)":[327],"at":[328],"grass-roots":[330],"level":[331],"well":[333],"self-diagnosis":[335],"patients.":[340]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
