{"id":"https://openalex.org/W4402794030","doi":"https://doi.org/10.1093/bioinformatics/btae572","title":"MGRN: toward robust drug recommendation via multi-view gating retrieval network","display_name":"MGRN: toward robust drug recommendation via multi-view gating retrieval network","publication_year":2024,"publication_date":"2024-09-24","ids":{"openalex":"https://openalex.org/W4402794030","doi":"https://doi.org/10.1093/bioinformatics/btae572","pmid":"https://pubmed.ncbi.nlm.nih.gov/39316736"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btae572","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btae572","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/40/10/btae572/59730864/btae572.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/40/10/btae572/59730864/btae572.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033943062","display_name":"Fanjun Meng","orcid":null},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fanjun Meng","raw_affiliation_strings":["School of Artificial Intelligence, Dalian Maritime University , 116026 Dalian,","Dalian Maritime University School of Artificial Intelligence, , 116026,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Dalian Maritime University , 116026 Dalian,","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Dalian Maritime University School of Artificial Intelligence, , 116026,","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100318748","display_name":"Xiaobo Li","orcid":"https://orcid.org/0000-0002-2752-749X"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobo Li","raw_affiliation_strings":["School of Information Science and Technology, Dalian Maritime University , 116026 Dalian,","Dalian Maritime University School of Information Science and Technology, , 116026,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Dalian Maritime University , 116026 Dalian,","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Dalian Maritime University School of Information Science and Technology, , 116026,","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101372642","display_name":"Xiaodi Hou","orcid":"https://orcid.org/0009-0004-2569-8967"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodi Hou","raw_affiliation_strings":["School of Artificial Intelligence, Dalian Maritime University , 116026 Dalian,","Dalian Maritime University School of Artificial Intelligence, , 116026,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Dalian Maritime University , 116026 Dalian,","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Dalian Maritime University School of Artificial Intelligence, , 116026,","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052104124","display_name":"Mingyu Lu","orcid":"https://orcid.org/0000-0002-8663-9870"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyu Lu","raw_affiliation_strings":["School of Artificial Intelligence, Dalian Maritime University , 116026 Dalian,","Dalian Maritime University School of Artificial Intelligence, , 116026,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Dalian Maritime University , 116026 Dalian,","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Dalian Maritime University School of Artificial Intelligence, , 116026,","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yijia Zhang","orcid":"https://orcid.org/0000-0002-5843-4675"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijia Zhang","raw_affiliation_strings":["School of Information Science and Technology, Dalian Maritime University , 116026 Dalian,","Dalian Maritime University School of Information Science and Technology, , 116026,"],"raw_orcid":"https://orcid.org/0000-0002-5843-4675","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Dalian Maritime University , 116026 Dalian,","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Dalian Maritime University School of Information Science and Technology, , 116026,","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I43313876"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":2.8673,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.91701011,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"40","issue":"10","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9176999926567078,"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":0.9176999926567078,"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/T10028","display_name":"Topic Modeling","score":0.018200000748038292,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.008100000210106373,"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":0.7681674361228943},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6136366128921509},{"id":"https://openalex.org/keywords/jaccard-index","display_name":"Jaccard index","score":0.5316558480262756},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.49193692207336426},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4529092609882355},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.44371411204338074},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4177360534667969},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37239062786102295},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3613482713699341},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3163546323776245},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2444722056388855},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.12334510684013367},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10946381092071533},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.08663666248321533}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7681674361228943},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6136366128921509},{"id":"https://openalex.org/C203519979","wikidata":"https://www.wikidata.org/wiki/Q865360","display_name":"Jaccard index","level":3,"score":0.5316558480262756},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.49193692207336426},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4529092609882355},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.44371411204338074},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4177360534667969},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37239062786102295},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3613482713699341},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3163546323776245},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2444722056388855},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.12334510684013367},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10946381092071533},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.08663666248321533},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btae572","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btae572","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/40/10/btae572/59730864/btae572.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:39316736","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39316736","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":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11470236","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11470236","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11470236/pdf/btae572.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btae572","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btae572","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/40/10/btae572/59730864/btae572.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5899999737739563}],"awards":[{"id":"https://openalex.org/G485755790","display_name":"\u9762\u5411\u751f\u7269\u533b\u5b66\u6587\u732e\u7684\u836f\u7269\u91cd\u5b9a\u4f4d\u9690\u542b\u77e5\u8bc6\u53d1\u73b0\u65b9\u6cd5\u7814\u7a76","funder_award_id":"62072070","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":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402794030.pdf","grobid_xml":"https://content.openalex.org/works/W4402794030.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1999954155","https://openalex.org/W2396881363","https://openalex.org/W2799496415","https://openalex.org/W2964068143","https://openalex.org/W4213431550","https://openalex.org/W4313800388","https://openalex.org/W4319071821","https://openalex.org/W4382239162","https://openalex.org/W4386600628","https://openalex.org/W4389118066","https://openalex.org/W6726186668"],"related_works":["https://openalex.org/W4254879869","https://openalex.org/W3022576529","https://openalex.org/W2628526247","https://openalex.org/W2596401011","https://openalex.org/W4401519790","https://openalex.org/W2913569734","https://openalex.org/W2702570413","https://openalex.org/W3127229356","https://openalex.org/W2901284887","https://openalex.org/W2000801317"],"abstract_inverted_index":{"MOTIVATION:":[0],"Drug":[1],"recommendation":[2,35],"aims":[3],"to":[4,24,51,96,122,178],"allocate":[5],"safe":[6],"and":[7,93,105,149,167,174],"effective":[8],"drug":[9,34,53,69,87,119,125,137],"combinations":[10,138],"based":[11],"on":[12,58,100,145],"the":[13,32,46,65,74,101,140,152],"patient's":[14,47],"health":[15,19,48],"status":[16,49],"from":[17,127],"electronic":[18],"records,":[20],"which":[21,130],"is":[22,186],"crucial":[23],"assist":[25,132],"clinical":[26],"physicians":[27],"in":[28,43,133,171],"making":[29],"decisions.":[30],"However,":[31],"existing":[33],"works":[36],"face":[37],"two":[38],"key":[39],"challenges:":[40],"(i)":[41],"difficulty":[42],"fully":[44],"representing":[45],"leads":[50],"biased":[52],"representation;":[54],"(ii)":[55],"only":[56],"focusing":[57],"diagnostic":[59],"representations":[60],"of":[61,67,112,163],"multiple":[62,128],"visits,":[63,129],"neglecting":[64],"modeling":[66],"patient":[68],"history.":[70],"RESULTS:":[71],"To":[72],"address":[73],"above":[75],"limitations,":[76],"we":[77,115],"propose":[78],"a":[79,108,117,156],"multi-view":[80],"gating":[81,118],"retrieval":[82,120],"network":[83],"(MGRN)":[84],"for":[85,139],"robust":[86],"recommendation.":[88],"We":[89],"design":[90],"visit-,":[91],"sequence-,":[92],"token-level":[94],"views":[95],"provide":[97],"different":[98],"perspectives":[99],"interaction":[102],"between":[103],"patients":[104],"drugs,":[106],"obtaining":[107],"more":[109,135],"comprehensive":[110],"representation":[111],"drugs.":[113],"Moreover,":[114],"develop":[116],"module":[121],"capture":[123],"critical":[124],"information":[126],"can":[131],"recommending":[134],"reasonable":[136],"current":[141],"visit.":[142],"When":[143],"evaluated":[144],"publicly":[146],"real-world":[147],"MIMIC-III":[148],"MIMIC-IV":[150],"datasets,":[151],"proposed":[153],"MGRN":[154],"establishes":[155],"new":[157],"benchmark":[158],"performance,":[159],"particularly":[160],"achieving":[161],"improvements":[162],"1.36%,":[164],"1.71%,":[165],"1.21%":[166],"2.12%,":[168],"2.36%,":[169],"1.81%":[170],"Jaccard,":[172],"PRAUC,":[173],"F1-score,":[175],"respectively,":[176],"compared":[177],"state-of-the-art":[179],"models.":[180],"AVAILABILITY":[181],"AND":[182],"IMPLEMENTATION:":[183],"The":[184],"code":[185],"available":[187],"at:":[188],"https://github.com/kyosen258/MGRN.git.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":6}],"updated_date":"2026-08-02T14:50:37.381335","created_date":"2024-09-25T00:00:00"}
