{"id":"https://openalex.org/W3170286690","doi":"https://doi.org/10.1109/jbhi.2021.3088342","title":"Predicting miRNA-Disease Associations Based On Multi-View Variational Graph Auto-Encoder With Matrix Factorization","display_name":"Predicting miRNA-Disease Associations Based On Multi-View Variational Graph Auto-Encoder With Matrix Factorization","publication_year":2021,"publication_date":"2021-06-10","ids":{"openalex":"https://openalex.org/W3170286690","doi":"https://doi.org/10.1109/jbhi.2021.3088342","mag":"3170286690","pmid":"https://pubmed.ncbi.nlm.nih.gov/34111017"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2021.3088342","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2021.3088342","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/A5089637336","display_name":"Yulian Ding","orcid":"https://orcid.org/0000-0001-7435-7094"},"institutions":[{"id":"https://openalex.org/I32625721","display_name":"University of Saskatchewan","ror":"https://ror.org/010x8gc63","country_code":"CA","type":"education","lineage":["https://openalex.org/I32625721"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yulian Ding","raw_affiliation_strings":["Division of Biomedical Engineering, University of Saskatchewan, Saskatoon, SK, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biomedical Engineering, University of Saskatchewan, Saskatoon, SK, Canada","institution_ids":["https://openalex.org/I32625721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058768577","display_name":"Xiujuan Lei","orcid":"https://orcid.org/0000-0002-9901-1732"},"institutions":[{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiujuan Lei","raw_affiliation_strings":["School of Computer Science, Shaanxi Normal University, Xi'an, China","an, China","School of Computer Science, Shaanxi Normal University, Xi&#x0027"],"raw_orcid":"https://orcid.org/0000-0002-9901-1732","affiliations":[{"raw_affiliation_string":"School of Computer Science, Shaanxi Normal University, Xi'an, China","institution_ids":["https://openalex.org/I88830068"]},{"raw_affiliation_string":"an, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Shaanxi Normal University, Xi&#x0027","institution_ids":["https://openalex.org/I88830068"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031510017","display_name":"Bo Liao","orcid":"https://orcid.org/0000-0002-3383-5691"},"institutions":[{"id":"https://openalex.org/I152033890","display_name":"Hainan Normal University","ror":"https://ror.org/031dhcv14","country_code":"CN","type":"education","lineage":["https://openalex.org/I152033890"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Liao","raw_affiliation_strings":["School of Mathematics and Statistics, Hainan Normal University, Haikou, China"],"raw_orcid":"https://orcid.org/0000-0002-3383-5691","affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Hainan Normal University, Haikou, China","institution_ids":["https://openalex.org/I152033890"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091157395","display_name":"Fang\u2010Xiang Wu","orcid":"https://orcid.org/0000-0002-4593-9332"},"institutions":[{"id":"https://openalex.org/I32625721","display_name":"University of Saskatchewan","ror":"https://ror.org/010x8gc63","country_code":"CA","type":"education","lineage":["https://openalex.org/I32625721"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fang-Xiang Wu","raw_affiliation_strings":["Division of Biomedical Engineering, Department of Mechanical Engineering, and Department of Computer Science, University of Saskatchewan, Saskatoon, SK, Canada"],"raw_orcid":"https://orcid.org/0000-0002-4593-9332","affiliations":[{"raw_affiliation_string":"Division of Biomedical Engineering, Department of Mechanical Engineering, and Department of Computer Science, University of Saskatchewan, Saskatoon, SK, Canada","institution_ids":["https://openalex.org/I32625721"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.7264,"has_fulltext":false,"cited_by_count":82,"citation_normalized_percentile":{"value":0.9700386,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"26","issue":"1","first_page":"446","last_page":"457"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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"}},"topics":[{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T11765","display_name":"Circular RNAs in diseases","score":0.9994999766349792,"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5794315338134766},{"id":"https://openalex.org/keywords/microrna","display_name":"microRNA","score":0.5766534805297852},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5636475086212158},{"id":"https://openalex.org/keywords/non-negative-matrix-factorization","display_name":"Non-negative matrix factorization","score":0.5500128865242004},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.512691855430603},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4994184970855713},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4705619812011719},{"id":"https://openalex.org/keywords/biological-network","display_name":"Biological network","score":0.46909984946250916},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.46886947751045227},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.41181617975234985},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3902309536933899},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37752366065979004},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.34824633598327637},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3408716320991516},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1667780578136444},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15931406617164612},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.12649741768836975}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5794315338134766},{"id":"https://openalex.org/C145059251","wikidata":"https://www.wikidata.org/wiki/Q310899","display_name":"microRNA","level":3,"score":0.5766534805297852},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5636475086212158},{"id":"https://openalex.org/C152671427","wikidata":"https://www.wikidata.org/wiki/Q10843505","display_name":"Non-negative matrix factorization","level":4,"score":0.5500128865242004},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.512691855430603},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4994184970855713},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4705619812011719},{"id":"https://openalex.org/C28225019","wikidata":"https://www.wikidata.org/wiki/Q4915005","display_name":"Biological network","level":2,"score":0.46909984946250916},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.46886947751045227},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.41181617975234985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3902309536933899},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37752366065979004},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.34824633598327637},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3408716320991516},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1667780578136444},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15931406617164612},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.12649741768836975},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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":"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":"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":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2021.3088342","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2021.3088342","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:34111017","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34111017","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":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G5006237592","display_name":null,"funder_award_id":"U19A2064","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6948385958","display_name":null,"funder_award_id":"61428209","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W14098964","https://openalex.org/W144423133","https://openalex.org/W1662382123","https://openalex.org/W1667789979","https://openalex.org/W1964731342","https://openalex.org/W1987219048","https://openalex.org/W2000093333","https://openalex.org/W2022732522","https://openalex.org/W2047529648","https://openalex.org/W2052245469","https://openalex.org/W2056398894","https://openalex.org/W2072804442","https://openalex.org/W2075860675","https://openalex.org/W2077327925","https://openalex.org/W2086809547","https://openalex.org/W2097498614","https://openalex.org/W2100761975","https://openalex.org/W2103151642","https://openalex.org/W2105884433","https://openalex.org/W2106029302","https://openalex.org/W2112192177","https://openalex.org/W2118814218","https://openalex.org/W2122211092","https://openalex.org/W2123688186","https://openalex.org/W2126619650","https://openalex.org/W2128768066","https://openalex.org/W2129158737","https://openalex.org/W2132694427","https://openalex.org/W2141222510","https://openalex.org/W2142937131","https://openalex.org/W2144719328","https://openalex.org/W2145361279","https://openalex.org/W2158135353","https://openalex.org/W2162674813","https://openalex.org/W2207577758","https://openalex.org/W2312716214","https://openalex.org/W2410390867","https://openalex.org/W2584926544","https://openalex.org/W2592189645","https://openalex.org/W2598821379","https://openalex.org/W2601934706","https://openalex.org/W2767546566","https://openalex.org/W2770191688","https://openalex.org/W2795746213","https://openalex.org/W2801501532","https://openalex.org/W2802314916","https://openalex.org/W2805643613","https://openalex.org/W2809363952","https://openalex.org/W2888358121","https://openalex.org/W2924501502","https://openalex.org/W2926842391","https://openalex.org/W2942820662","https://openalex.org/W2947781475","https://openalex.org/W2950834624","https://openalex.org/W2964015378","https://openalex.org/W2967109100","https://openalex.org/W2971132843","https://openalex.org/W2972020367","https://openalex.org/W2999336918","https://openalex.org/W3000082418","https://openalex.org/W3017317719","https://openalex.org/W3026234875","https://openalex.org/W3048858802","https://openalex.org/W3088251265","https://openalex.org/W3146565636","https://openalex.org/W4246271082","https://openalex.org/W4322614756","https://openalex.org/W6637178625","https://openalex.org/W6726873649","https://openalex.org/W6730084236"],"related_works":["https://openalex.org/W2127243424","https://openalex.org/W4390394189","https://openalex.org/W2037504162","https://openalex.org/W2539013788","https://openalex.org/W2792706544","https://openalex.org/W1568451138","https://openalex.org/W2156699640","https://openalex.org/W2045265907","https://openalex.org/W2972997031","https://openalex.org/W34555840"],"abstract_inverted_index":{"MicroRNAs":[0],"(miRNAs)":[1],"have":[2],"been":[3],"proved":[4],"to":[5,51,141,165],"play":[6],"critical":[7],"roles":[8],"in":[9,217],"diverse":[10],"biological":[11,38],"processes,":[12],"including":[13],"the":[14,20,111,137,143,167,177,202,213],"human":[15],"disease":[16,33,103],"development":[17],"process.":[18],"Exploring":[19],"potential":[21,53],"associations":[22],"between":[23],"miRNAs":[24,87,115,147,162],"and":[25,42,94,116,148,158,163,191,208],"diseases":[26,100,164],"can":[27,46],"help":[28],"us":[29],"better":[30],"understand":[31],"complex":[32],"mechanisms.":[34],"Given":[35],"that":[36],"traditional":[37],"experiments":[39],"are":[40],"expensive":[41],"time-consuming,":[43],"computational":[44,61],"models":[45],"serve":[47],"as":[48],"efficient":[49],"means":[50],"uncover":[52],"miRNA-disease":[54,73,138,174,220],"associations.":[55,221],"This":[56],"study":[57],"presents":[58],"a":[59,102,130,151],"new":[60],"model":[62],"based":[63],"on":[64,136,188,193,205],"variational":[65,126],"graph":[66,127],"auto-encoder":[67],"with":[68,125],"matrix":[69,132,140],"factorization":[70,133],"(VGAMF)":[71],"for":[72,172],"association":[74,139,170],"prediction.":[75],"More":[76],"specifically,":[77],"VGAMF":[78,109,181,216],"first":[79],"integrates":[80],"four":[81],"different":[82],"types":[83,96],"of":[84,97,114,146,161,186,215],"information":[85,98],"about":[86,99],"into":[88,101],"an":[89,183],"miRNA":[90],"comprehensive":[91,104,122],"similarity":[92,105,123],"network":[93,155],"two":[95,121],"network,":[106],"respectively.":[107],"Then,":[108],"gets":[110],"non-linear":[112,159],"representations":[113,145,160],"diseases,":[117],"respectively,":[118],"from":[119],"those":[120],"networks":[124],"auto-encoders.":[128],"Simultaneously,":[129],"non-negative":[131],"is":[134],"conducted":[135],"get":[142,166],"linear":[144,157],"diseases.":[149],"Finally,":[150],"fully":[152],"connected":[153],"neural":[154],"combines":[156],"final":[168],"predicted":[169],"score":[171],"all":[173],"pairs.":[175],"In":[176],"10-fold":[178],"cross-validation":[179],"experiments,":[180],"achieves":[182],"average":[184],"AUC":[185],"0.9280":[187],"HMDD":[189,194],"v2.0":[190],"0.9470":[192],"v3.2,":[195],"which":[196],"outperforms":[197],"other":[198],"competing":[199],"methods.":[200],"Besides,":[201],"case":[203],"studies":[204],"colon":[206],"cancer":[207,210],"esophageal":[209],"further":[211],"demonstrate":[212],"effectiveness":[214],"predicting":[218],"novel":[219]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}