{"id":"https://openalex.org/W3021922350","doi":"https://doi.org/10.1109/embc44109.2020.9175293","title":"Multi-Instance Multi-Label Learning for Gene Mutation Prediction in Hepatocellular Carcinoma","display_name":"Multi-Instance Multi-Label Learning for Gene Mutation Prediction in Hepatocellular Carcinoma","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3021922350","doi":"https://doi.org/10.1109/embc44109.2020.9175293","mag":"3021922350","pmid":"https://pubmed.ncbi.nlm.nih.gov/33019361"},"language":"en","primary_location":{"id":"doi:10.1109/embc44109.2020.9175293","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9175293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2005.04073","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100440746","display_name":"Kaixin Xu","orcid":"https://orcid.org/0000-0002-7222-2628"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kaixin Xu","raw_affiliation_strings":["National University of Singapore, Singapore","National University of Singapore , Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"National University of Singapore , Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050743199","display_name":"Ziyuan Zhao","orcid":"https://orcid.org/0000-0002-4403-825X"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ziyuan Zhao","raw_affiliation_strings":["Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore","Agency for Science, Technology and Research (A*STAR), Institute for Infocomm Research (I2R), Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3005327000"]},{"raw_affiliation_string":"Agency for Science, Technology and Research (A*STAR), Institute for Infocomm Research (I2R), Singapore","institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3005327000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013588393","display_name":"Jiapan Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jiapan Gu","raw_affiliation_strings":["Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore","Agency for Science, Technology and Research (A*STAR), Institute for Infocomm Research (I2R), Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3005327000"]},{"raw_affiliation_string":"Agency for Science, Technology and Research (A*STAR), Institute for Infocomm Research (I2R), Singapore","institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3005327000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010092389","display_name":"Zeng Zeng","orcid":"https://orcid.org/0000-0002-2405-0323"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zeng Zeng","raw_affiliation_strings":["Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore","Agency for Science, Technology and Research (A*STAR), Institute for Infocomm Research (I2R), Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3005327000"]},{"raw_affiliation_string":"Agency for Science, Technology and Research (A*STAR), Institute for Infocomm Research (I2R), Singapore","institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3005327000"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chan Wan Ying","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137145","display_name":"National Cancer Centre Singapore","ror":"https://ror.org/03bqk3e80","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210137145"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chan Wan Ying","raw_affiliation_strings":["Division of Oncologic Imaging, National Cancer Centre, Singapore","National Cancer Centre,Division of Oncologic Imaging,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Oncologic Imaging, National Cancer Centre, Singapore","institution_ids":["https://openalex.org/I4210137145"]},{"raw_affiliation_string":"National Cancer Centre,Division of Oncologic Imaging,Singapore","institution_ids":["https://openalex.org/I4210137145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066991062","display_name":"Lim Kheng Choon","orcid":null},"institutions":[{"id":"https://openalex.org/I2251586001","display_name":"Singapore General Hospital","ror":"https://ror.org/036j6sg82","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I2251586001"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Lim Kheng Choon","raw_affiliation_strings":["Department of Vascular and Interventional Radiology, Singapore General Hospital, Singapore","Singapore General Hospital,Department of Vascular and Interventional Radiology,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Vascular and Interventional Radiology, Singapore General Hospital, Singapore","institution_ids":["https://openalex.org/I2251586001"]},{"raw_affiliation_string":"Singapore General Hospital,Department of Vascular and Interventional Radiology,Singapore","institution_ids":["https://openalex.org/I2251586001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044880735","display_name":"Thng Choon Hua","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137145","display_name":"National Cancer Centre Singapore","ror":"https://ror.org/03bqk3e80","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210137145"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Thng Choon Hua","raw_affiliation_strings":["Division of Oncologic Imaging, National Cancer Centre, Singapore","National Cancer Centre,Division of Oncologic Imaging,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Oncologic Imaging, National Cancer Centre, Singapore","institution_ids":["https://openalex.org/I4210137145"]},{"raw_affiliation_string":"National Cancer Centre,Division of Oncologic Imaging,Singapore","institution_ids":["https://openalex.org/I4210137145"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061027234","display_name":"Pierce K. H. Chow","orcid":"https://orcid.org/0000-0003-0584-2584"},"institutions":[{"id":"https://openalex.org/I4210137145","display_name":"National Cancer Centre Singapore","ror":"https://ror.org/03bqk3e80","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210137145"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Pierce KH Chow","raw_affiliation_strings":["Division of Surgery and Surgical Oncology, National Cancer Centre, Singapore","National Cancer Centre,Division of Surgery and Surgical Oncology,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Surgery and Surgical Oncology, National Cancer Centre, Singapore","institution_ids":["https://openalex.org/I4210137145"]},{"raw_affiliation_string":"National Cancer Centre,Division of Surgery and Surgical Oncology,Singapore","institution_ids":["https://openalex.org/I4210137145"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"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":0.04057069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2020","issue":null,"first_page":"6095","last_page":"6098"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9975000023841858,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9975000023841858,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9878000020980835,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9272000193595886,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/oversampling","display_name":"Oversampling","score":0.7906599640846252},{"id":"https://openalex.org/keywords/hepatocellular-carcinoma","display_name":"Hepatocellular carcinoma","score":0.7320770025253296},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.5656052231788635},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49511805176734924},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48954305052757263},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4728437066078186},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.464804083108902},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.39268386363983154},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3664456009864807},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2908862233161926},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2643159031867981},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.23560336232185364},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.15110376477241516}],"concepts":[{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.7906599640846252},{"id":"https://openalex.org/C2778019345","wikidata":"https://www.wikidata.org/wiki/Q1148337","display_name":"Hepatocellular carcinoma","level":2,"score":0.7320770025253296},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.5656052231788635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49511805176734924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48954305052757263},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4728437066078186},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.464804083108902},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.39268386363983154},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3664456009864807},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2908862233161926},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2643159031867981},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.23560336232185364},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.15110376477241516},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000235","qualifier_name":"genetics","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":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1109/embc44109.2020.9175293","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9175293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:33019361","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33019361","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:arXiv.org:2005.04073","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.04073","pdf_url":"https://arxiv.org/pdf/2005.04073","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3021922350","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2005.04073.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2005.04073","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2005.04073","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2005.04073","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.04073","pdf_url":"https://arxiv.org/pdf/2005.04073","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1702807959","https://openalex.org/W1965594727","https://openalex.org/W1999954155","https://openalex.org/W2027266161","https://openalex.org/W2055575746","https://openalex.org/W2095868657","https://openalex.org/W2103004421","https://openalex.org/W2106848050","https://openalex.org/W2156935079","https://openalex.org/W2236729267","https://openalex.org/W2592816381","https://openalex.org/W2752875642","https://openalex.org/W2809371442","https://openalex.org/W2970242971","https://openalex.org/W2973064693","https://openalex.org/W2979576181"],"related_works":["https://openalex.org/W3082835591","https://openalex.org/W2115969689","https://openalex.org/W2904290041","https://openalex.org/W3204255783","https://openalex.org/W2899192832","https://openalex.org/W1533320572","https://openalex.org/W2093303330","https://openalex.org/W2945280821","https://openalex.org/W2761954133","https://openalex.org/W3087772152","https://openalex.org/W2999473766","https://openalex.org/W3085172652","https://openalex.org/W2753574794","https://openalex.org/W2613744000","https://openalex.org/W2123904976","https://openalex.org/W3194400660","https://openalex.org/W3043658497","https://openalex.org/W3171807193","https://openalex.org/W2320458263","https://openalex.org/W2903642030"],"abstract_inverted_index":{"Gene":[0],"mutation":[1],"prediction":[2],"in":[3],"hepatocellular":[4],"carcinoma":[5],"(HCC)":[6],"is":[7,46],"of":[8,57],"great":[9],"diagnostic":[10],"and":[11,17],"prognostic":[12],"value":[13],"for":[14,48],"personalized":[15],"treatments":[16],"precision":[18],"medicine.":[19],"In":[20],"this":[21,25],"paper,":[22],"we":[23],"tackle":[24],"problem":[26],"with":[27],"multi-instance":[28],"multi-label":[29],"learning":[30],"to":[31],"address":[32],"the":[33,55,58],"difficulties":[34],"on":[35],"label":[36,38],"correlations,":[37],"representations,":[39],"etc.":[40],"Furthermore,":[41],"an":[42],"effective":[43],"oversampling":[44],"strategy":[45],"applied":[47],"data":[49],"imbalance.":[50],"Experimental":[51],"results":[52],"have":[53],"shown":[54],"superiority":[56],"proposed":[59],"approach.":[60]},"counts_by_year":[],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2025-10-10T00:00:00"}
