{"id":"https://openalex.org/W4386453756","doi":"https://doi.org/10.1109/jbhi.2023.3312154","title":"An Explainable and Personalized Cognitive Reasoning Model Based on Knowledge Graph: Toward Decision Making for General Practice","display_name":"An Explainable and Personalized Cognitive Reasoning Model Based on Knowledge Graph: Toward Decision Making for General Practice","publication_year":2023,"publication_date":"2023-09-05","ids":{"openalex":"https://openalex.org/W4386453756","doi":"https://doi.org/10.1109/jbhi.2023.3312154","pmid":"https://pubmed.ncbi.nlm.nih.gov/37669206"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2023.3312154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3312154","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5012119126","display_name":"Qianghua Liu","orcid":"https://orcid.org/0000-0002-0754-4268"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qianghua Liu","raw_affiliation_strings":["Engineering Research Center of EMR and Intelligent Expert System, Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of EMR and Intelligent Expert System, Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057311321","display_name":"Yu Tian","orcid":"https://orcid.org/0000-0002-6791-8217"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Tian","raw_affiliation_strings":["Engineering Research Center of EMR and Intelligent Expert System, Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of EMR and Intelligent Expert System, Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056900515","display_name":"Tianshu Zhou","orcid":"https://orcid.org/0000-0002-5858-6353"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianshu Zhou","raw_affiliation_strings":["Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007586260","display_name":"Kewei Lyu","orcid":"https://orcid.org/0000-0001-8013-8146"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kewei Lyu","raw_affiliation_strings":["Engineering Research Center of EMR and Intelligent Expert System, Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of EMR and Intelligent Expert System, Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101687093","display_name":"Zhixiao Wang","orcid":"https://orcid.org/0000-0003-1928-3103"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixiao Wang","raw_affiliation_strings":["Engineering Research Center of EMR and Intelligent Expert System, Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of EMR and Intelligent Expert System, Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103180744","display_name":"Yixiao Zheng","orcid":"https://orcid.org/0009-0000-0253-1938"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixiao Zheng","raw_affiliation_strings":["Engineering Research Center of EMR and Intelligent Expert System, Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of EMR and Intelligent Expert System, Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414432","display_name":"Ying Liu","orcid":"https://orcid.org/0000-0003-2408-3712"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Liu","raw_affiliation_strings":["General Practice Department, First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"General Practice Department, First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051565381","display_name":"Jingjing Ren","orcid":"https://orcid.org/0000-0002-6427-4364"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Ren","raw_affiliation_strings":["General Practice Department, First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"General Practice Department, First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023138112","display_name":"Jingsong Li","orcid":"https://orcid.org/0000-0002-1064-637X"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingsong Li","raw_affiliation_strings":["Engineering Research Center of EMR and Intelligent Expert System, Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China","Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of EMR and Intelligent Expert System, Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5012119126"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.6959,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7597636,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"28","issue":"2","first_page":"707","last_page":"718"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.998199999332428,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.998199999332428,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9869999885559082,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9707000255584717,"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":0.7144912481307983},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.6031712293624878},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.518374502658844},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5136567950248718},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5070967674255371},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.46733224391937256},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3840709924697876},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.349708616733551},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.21458405256271362},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.19230696558952332},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18244668841362}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7144912481307983},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6031712293624878},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.518374502658844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5136567950248718},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5070967674255371},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.46733224391937256},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3840709924697876},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.349708616733551},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.21458405256271362},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.19230696558952332},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18244668841362},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"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":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058006","descriptor_name":"General Practice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058006","descriptor_name":"General Practice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058006","descriptor_name":"General Practice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058006","descriptor_name":"General Practice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058006","descriptor_name":"General Practice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2023.3312154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3312154","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:37669206","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37669206","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G2977184275","display_name":null,"funder_award_id":"82172069","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W2046411892","https://openalex.org/W2093780282","https://openalex.org/W2117446654","https://openalex.org/W2163569877","https://openalex.org/W2252979829","https://openalex.org/W2397075153","https://openalex.org/W2404901863","https://openalex.org/W2484092154","https://openalex.org/W2625625371","https://openalex.org/W2752747624","https://openalex.org/W2790286597","https://openalex.org/W2792839191","https://openalex.org/W2793293647","https://openalex.org/W2793668106","https://openalex.org/W2796834586","https://openalex.org/W2797696021","https://openalex.org/W2801992635","https://openalex.org/W2806853752","https://openalex.org/W2886281300","https://openalex.org/W2905810301","https://openalex.org/W2907492528","https://openalex.org/W2945623882","https://openalex.org/W2947733205","https://openalex.org/W2947829634","https://openalex.org/W2952851705","https://openalex.org/W2962711740","https://openalex.org/W2962922117","https://openalex.org/W2963323306","https://openalex.org/W2964010366","https://openalex.org/W2972255280","https://openalex.org/W2976258142","https://openalex.org/W2978368159","https://openalex.org/W2983981789","https://openalex.org/W3016826869","https://openalex.org/W3020976704","https://openalex.org/W3037485543","https://openalex.org/W3046238651","https://openalex.org/W3080987150","https://openalex.org/W3098087397","https://openalex.org/W3104523752","https://openalex.org/W3107335993","https://openalex.org/W3108981297","https://openalex.org/W3133090505","https://openalex.org/W3157356194","https://openalex.org/W3163310412","https://openalex.org/W3174652091","https://openalex.org/W3176707157","https://openalex.org/W3184380990","https://openalex.org/W3187814586","https://openalex.org/W4286009424","https://openalex.org/W4297733535","https://openalex.org/W6712576768","https://openalex.org/W6736685754","https://openalex.org/W6744680348","https://openalex.org/W6745537798","https://openalex.org/W6754929296","https://openalex.org/W6763234882","https://openalex.org/W6764937330","https://openalex.org/W6791645657","https://openalex.org/W6980036949"],"related_works":["https://openalex.org/W2118758177","https://openalex.org/W4330338194","https://openalex.org/W2153520307","https://openalex.org/W2616627668","https://openalex.org/W2151459719","https://openalex.org/W623261610","https://openalex.org/W3137121595","https://openalex.org/W2316630966","https://openalex.org/W52604173","https://openalex.org/W1964225603"],"abstract_inverted_index":{"General":[0],"practice":[1],"plays":[2],"a":[3,119,145,175,197],"prominent":[4],"role":[5],"in":[6,34,72,82,118,131,165],"primary":[7],"health":[8,97],"care":[9],"(PHC).":[10],"However,":[11],"evidence":[12],"has":[13],"shown":[14],"that":[15],"the":[16,24,87,107,123,135,151,161,168,172,187,190,201,218],"quality":[17],"of":[18,26,89,91,138,153,163,177,180,184,189,196,214,222],"PHC":[19],"is":[20,53,115,213],"still":[21],"unsatisfactory,":[22],"and":[23,29,57,61,85,100,142,157,182,207,220,228],"accuracy":[25],"clinical":[27],"diagnosis":[28,162],"treatment":[30],"must":[31],"be":[32],"improved":[33],"China.":[35],"Decision":[36],"making":[37,81,224],"tools":[38],"based":[39,66,199,225],"on":[40,67,144,200,226],"artificial":[41],"intelligence":[42],"can":[43,75],"help":[44],"general":[45,83,166],"practitioners":[46],"diagnose":[47],"diseases,":[48],"but":[49],"most":[50],"existing":[51],"research":[52],"not":[54],"sufficiently":[55],"scalable":[56],"explainable.":[58],"An":[59],"explainable":[60],"personalized":[62,77],"cognitive":[63,132,147],"reasoning":[64,143,191],"model":[65],"knowledge":[68,101,113,202,229],"graph":[69,114,140,148,154,203],"(CRKG)":[70],"proposed":[71],"this":[73],"article":[74],"provide":[76],"diagnosis,":[78],"perform":[79],"decision":[80,223],"practice,":[84,167],"simulate":[86],"mode":[88],"thinking":[90],"human":[92],"beings":[93],"utilizing":[94],"patients'":[95],"electronic":[96],"records":[98],"(EHRs)":[99],"graph.":[102,230],"Taking":[103],"abdominal":[104,111],"diseases":[105,164],"as":[106],"application":[108,221],"point,":[109],"an":[110],"disease":[112],"first":[116],"constructed":[117],"semiautomated":[120],"manner.":[121],"Then,":[122],"CRKG":[124,169],"designed":[125],"referring":[126],"to":[127,209],"dual":[128],"process":[129,192],"theory":[130],"science":[133],"involves":[134],"update":[136],"strategy":[137],"global":[139],"representations":[141],"personal":[146],"by":[149],"adopting":[150],"idea":[152],"neural":[155],"networks":[156],"attention":[158],"mechanisms.":[159],"For":[160],"outperforms":[170],"all":[171],"baselines":[173],"with":[174],"precision@1":[176],"0.7873,":[178],"recall@10":[179],"0.9020":[181],"hits@10":[183],"0.9340.":[185],"Additionally,":[186],"visualization":[188],"for":[193,217],"each":[194],"visit":[195],"patient":[198],"enhances":[204],"clinicians'":[205],"comprehension":[206],"contributes":[208],"explainability.":[210],"This":[211],"study":[212],"great":[215],"importance":[216],"exploration":[219],"EHRs":[227]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
