{"id":"https://openalex.org/W4405219028","doi":"https://doi.org/10.1109/jbhi.2024.3509858","title":"Interpretable Staging Prediction of Liver Cancer Based on Joint-Knowledge Network","display_name":"Interpretable Staging Prediction of Liver Cancer Based on Joint-Knowledge Network","publication_year":2024,"publication_date":"2024-12-10","ids":{"openalex":"https://openalex.org/W4405219028","doi":"https://doi.org/10.1109/jbhi.2024.3509858","pmid":"https://pubmed.ncbi.nlm.nih.gov/40030475"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3509858","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3509858","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/A5111362481","display_name":"Xuecong Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuecong Zheng","raw_affiliation_strings":["School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, China","School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, Guangdong, China"],"raw_orcid":"https://orcid.org/0009-0000-4279-2788","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100343657","display_name":"Ya Li","orcid":"https://orcid.org/0000-0002-3351-7909"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ya Li","raw_affiliation_strings":["School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, China","School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-3351-7909","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110526237","display_name":"Zhiqi Wu","orcid":"https://orcid.org/0009-0007-3449-0035"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqi Wu","raw_affiliation_strings":["School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, China","School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048781865","display_name":"Yiyang Tang","orcid":"https://orcid.org/0000-0002-5968-6639"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210128921","display_name":"The First Affiliated Hospital, Sun Yat-sen University","ror":"https://ror.org/037p24858","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210128921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiyang Tang","raw_affiliation_strings":["Department of Interventional Oncology, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Interventional Oncology, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358","https://openalex.org/I4210128921"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pei-Yuan Lai","orcid":"https://orcid.org/0009-0006-4086-5123"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pei-Yuan Lai","raw_affiliation_strings":["South China Technology Commercialization Center, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0006-4086-5123","affiliations":[{"raw_affiliation_string":"South China Technology Commercialization Center, Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101982673","display_name":"Man-Sheng Chen","orcid":"https://orcid.org/0000-0001-6578-0616"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man-Sheng Chen","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6578-0616","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hong-Yi Chen","orcid":"https://orcid.org/0000-0002-4868-3918"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong-Yi Chen","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4868-3918","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076335744","display_name":"Chang\u2010Dong Wang","orcid":"https://orcid.org/0000-0001-5972-559X"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang-Dong Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5972-559X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033707375","display_name":"Jiaping Li","orcid":"https://orcid.org/0000-0003-2927-8877"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210128921","display_name":"The First Affiliated Hospital, Sun Yat-sen University","ror":"https://ror.org/037p24858","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210128921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaping Li","raw_affiliation_strings":["Department of Interventional Oncology, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Interventional Oncology, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358","https://openalex.org/I4210128921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042977820","display_name":"Qingyun Dai","orcid":"https://orcid.org/0000-0002-7561-3704"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyun Dai","raw_affiliation_strings":["School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, China","School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-7561-3704","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I4210122543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.40260954,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":"4","first_page":"2993","last_page":"3006"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.7870000004768372,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.7870000004768372,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6339581608772278},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5929152369499207},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.5220820307731628},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5208473801612854},{"id":"https://openalex.org/keywords/liver-cancer","display_name":"Liver cancer","score":0.41655024886131287},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2680002748966217},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11278626322746277},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10659152269363403}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6339581608772278},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5929152369499207},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.5220820307731628},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5208473801612854},{"id":"https://openalex.org/C2776231280","wikidata":"https://www.wikidata.org/wiki/Q623031","display_name":"Liver cancer","level":3,"score":0.41655024886131287},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2680002748966217},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11278626322746277},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10659152269363403},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"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":"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":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D009367","descriptor_name":"Neoplasm Staging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D009367","descriptor_name":"Neoplasm Staging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D009367","descriptor_name":"Neoplasm Staging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D009367","descriptor_name":"Neoplasm Staging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D009367","descriptor_name":"Neoplasm Staging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D009367","descriptor_name":"Neoplasm Staging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D009367","descriptor_name":"Neoplasm Staging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2024.3509858","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3509858","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:40030475","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40030475","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":"Good health and well-being","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G1280930457","display_name":null,"funder_award_id":"2022B1515120059","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G611205877","display_name":null,"funder_award_id":"2021YFF1201200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1832693441","https://openalex.org/W2142044899","https://openalex.org/W2145522203","https://openalex.org/W2470673105","https://openalex.org/W2905107686","https://openalex.org/W2911489562","https://openalex.org/W2995579012","https://openalex.org/W2997605722","https://openalex.org/W3033708404","https://openalex.org/W3039996909","https://openalex.org/W3046375318","https://openalex.org/W3084299163","https://openalex.org/W3128646645","https://openalex.org/W3131500691","https://openalex.org/W3156333129","https://openalex.org/W3208493710","https://openalex.org/W4206164957","https://openalex.org/W4221166835","https://openalex.org/W4239510810","https://openalex.org/W4289656504","https://openalex.org/W4294170691","https://openalex.org/W4305040320","https://openalex.org/W4308891835","https://openalex.org/W4312093743","https://openalex.org/W4362640431","https://openalex.org/W4378781230","https://openalex.org/W4379380529","https://openalex.org/W4383315843","https://openalex.org/W4387208158","https://openalex.org/W4397039928","https://openalex.org/W6753198114","https://openalex.org/W6767101815","https://openalex.org/W6776700526","https://openalex.org/W6790754042","https://openalex.org/W6798398338","https://openalex.org/W6810988597"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2360949490","https://openalex.org/W2389089521","https://openalex.org/W2394327059"],"abstract_inverted_index":{"Clinical":[0],"staging":[1,59,113,117,176],"is":[2,74,118],"crucial":[3],"for":[4,57,112],"treatment":[5],"strategies":[6],"and":[7,70,100,160,178,218,233],"improving":[8],"5-year":[9],"survival":[10],"rates":[11],"in":[12,38,88,134,140,175,200],"hepatocellular":[13],"carcinoma":[14],"(HCC)":[15],"patients.":[16],"However,":[17],"existing":[18],"methods":[19],"struggle":[20],"to":[21,49,53,79,131,152,203,209],"distinguish":[22],"stages":[23,99],"with":[24],"highly":[25],"similar":[26],"textual":[27],"features.":[28],"Additionally,":[29],"their":[30,35],"lack":[31],"of":[32,61,67,143,171],"interpretability":[33],"hampers":[34],"practical":[36],"application":[37],"medical":[39],"scenarios.":[40],"Here,":[41],"we":[42],"introduce":[43],"KnowST,":[44],"a":[45],"joint-knowledge":[46,191],"network":[47],"designed":[48],"leverage":[50],"task":[51,73],"relevance":[52,66],"explore":[54],"implicit":[55,86,198],"knowledge":[56,87],"interpretable":[58,205],"prediction":[60,167],"liver":[62],"cancer.":[63],"First,":[64],"the":[65,71,81,94,101,104,136,141,154,169,172,184,190,210],"auxiliary":[68],"tasks":[69],"main":[72],"established":[75],"from":[76,192],"two":[77,194],"perspectives":[78],"guide":[80],"model's":[82,185],"focus":[83],"on":[84,222],"staging-related":[85],"radiology":[89,162,201,225],"reports.":[90,163],"Stages-to-stages:":[91],"KnowST":[92,133,188,213],"learns":[93],"inter-stage":[95],"distinctions":[96],"between":[97,156],"different":[98],"similarities":[102],"within":[103],"same":[105],"stages,":[106],"using":[107],"these":[108,193],"as":[109,128],"important":[110],"references":[111],"differentiation.":[114],"Factors-to-stages:":[115],"Clinically,":[116],"determined":[119],"by":[120,216],"multiple":[121],"tumor":[122,165],"factors.":[123],"These":[124],"factors":[125],"can":[126],"serve":[127],"effective":[129],"clues":[130],"assist":[132],"predicting":[135],"correct":[137],"stage,":[138],"especially":[139],"case":[142],"confusing":[144],"stages.":[145],"Second,":[146],"domain-specific":[147],"word":[148],"embeddings":[149],"are":[150],"introduced":[151],"bridge":[153],"gap":[155],"pre-trained":[157],"language":[158],"models":[159],"Chinese":[161],"Lastly,":[164],"factor":[166],"enhances":[168],"credibility":[170],"deep":[173],"model":[174],"prediction,":[177],"its":[179],"visualized":[180],"results":[181],"effectively":[182,196],"demonstrate":[183],"interpretability.":[186],"Overall,":[187],"leverages":[189],"perspectives,":[195],"utilizing":[197],"information":[199],"reports":[202],"achieve":[204],"clinical":[206],"staging.":[207],"Compared":[208],"optimal":[211],"baselines,":[212],"improves":[214],"AUC":[215],"7.69%":[217],"achieves":[219],"90.52%":[220],"accuracy":[221],"573":[223],"real-world":[224],"reports,":[226],"while":[227],"also":[228],"demonstrating":[229],"superior":[230],"stage":[231],"identification":[232],"stable":[234],"performance":[235],"across":[236],"various":[237],"metrics.":[238]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
