{"id":"https://openalex.org/W2615456473","doi":"https://doi.org/10.1186/s12911-017-0450-4","title":"An inference method from multi-layered structure of biomedical data","display_name":"An inference method from multi-layered structure of biomedical data","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2615456473","doi":"https://doi.org/10.1186/s12911-017-0450-4","mag":"2615456473","pmid":"https://pubmed.ncbi.nlm.nih.gov/28539122"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-017-0450-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-017-0450-4","pdf_url":null,"source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1186/s12911-017-0450-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050807110","display_name":"Myung-Jun Kim","orcid":"https://orcid.org/0000-0001-9308-4917"},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Myungjun Kim","raw_affiliation_strings":["Department of Industrial Engineering, Ajou University, 206 Worldcup-ro, Yeongtong-gu, Suwon, 16499, South Korea","Department of Industrial Engineering, Ajou University, Yeongtong-gu, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Ajou University, 206 Worldcup-ro, Yeongtong-gu, Suwon, 16499, South Korea","institution_ids":["https://openalex.org/I57664883"]},{"raw_affiliation_string":"Department of Industrial Engineering, Ajou University, Yeongtong-gu, South Korea","institution_ids":["https://openalex.org/I57664883"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050166537","display_name":"Yonghyun Nam","orcid":"https://orcid.org/0000-0003-2963-2151"},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yonghyun Nam","raw_affiliation_strings":["Department of Industrial Engineering, Ajou University, 206 Worldcup-ro, Yeongtong-gu, Suwon, 16499, South Korea","Department of Industrial Engineering, Ajou University, Yeongtong-gu, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Ajou University, 206 Worldcup-ro, Yeongtong-gu, Suwon, 16499, South Korea","institution_ids":["https://openalex.org/I57664883"]},{"raw_affiliation_string":"Department of Industrial Engineering, Ajou University, Yeongtong-gu, South Korea","institution_ids":["https://openalex.org/I57664883"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043830800","display_name":"Hyunjung Shin","orcid":"https://orcid.org/0000-0001-8347-8277"},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hyunjung Shin","raw_affiliation_strings":["Department of Industrial Engineering, Ajou University, 206 Worldcup-ro, Yeongtong-gu, Suwon, 16499, South Korea. shin@ajou.ac.kr","Department of Industrial Engineering, Ajou University, Yeongtong-gu, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Ajou University, 206 Worldcup-ro, Yeongtong-gu, Suwon, 16499, South Korea. shin@ajou.ac.kr","institution_ids":[]},{"raw_affiliation_string":"Department of Industrial Engineering, Ajou University, Yeongtong-gu, South Korea","institution_ids":["https://openalex.org/I57664883"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043830800"],"corresponding_institution_ids":["https://openalex.org/I57664883"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":0.3365,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.59659661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"17","issue":"S1","first_page":"52","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.7046999931335449,"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"}},"topics":[{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.7046999931335449,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.0681999996304512,"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/T10885","display_name":"Gene expression and cancer classification","score":0.02879999950528145,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7538313865661621},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6828476190567017},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5475221872329712},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4977762997150421},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4649558961391449},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4612980782985687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44482123851776123},{"id":"https://openalex.org/keywords/omics","display_name":"Omics","score":0.4395807683467865},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.28740498423576355},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12419754266738892}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7538313865661621},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6828476190567017},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5475221872329712},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4977762997150421},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4649558961391449},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4612980782985687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44482123851776123},{"id":"https://openalex.org/C157585117","wikidata":"https://www.wikidata.org/wiki/Q158666","display_name":"Omics","level":2,"score":0.4395807683467865},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.28740498423576355},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12419754266738892},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D001690","descriptor_name":"Biological Science Disciplines","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001690","descriptor_name":"Biological Science Disciplines","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001690","descriptor_name":"Biological Science Disciplines","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003933","descriptor_name":"Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003933","descriptor_name":"Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003933","descriptor_name":"Diagnosis","qualifier_ui":null,"qualifier_name":null,"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":"D015897","descriptor_name":"Comorbidity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015897","descriptor_name":"Comorbidity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015897","descriptor_name":"Comorbidity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12911-017-0450-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-017-0450-4","pdf_url":null,"source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:28539122","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28539122","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:doaj.org/article:06043f18f6f84930b53dc8cebb1e3a6d","is_oa":true,"landing_page_url":"https://doaj.org/article/06043f18f6f84930b53dc8cebb1e3a6d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 17, Iss S1, Pp 1-10 (2017)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:4292721","is_oa":true,"landing_page_url":"http://europepmc.org/articles/PMC5444045","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:5444045","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5444045","pdf_url":null,"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":"BMC Med Inform Decis Mak","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-017-0450-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-017-0450-4","pdf_url":null,"source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W149490784","https://openalex.org/W848328581","https://openalex.org/W1491300635","https://openalex.org/W1540618782","https://openalex.org/W1551622300","https://openalex.org/W1560593431","https://openalex.org/W1578099820","https://openalex.org/W1630959083","https://openalex.org/W1930089100","https://openalex.org/W1972434286","https://openalex.org/W1975586783","https://openalex.org/W1977921870","https://openalex.org/W1994803330","https://openalex.org/W1997468904","https://openalex.org/W2000949271","https://openalex.org/W2004158993","https://openalex.org/W2013355645","https://openalex.org/W2022732522","https://openalex.org/W2038492487","https://openalex.org/W2041073071","https://openalex.org/W2059747679","https://openalex.org/W2060130675","https://openalex.org/W2065205300","https://openalex.org/W2067305633","https://openalex.org/W2074490119","https://openalex.org/W2077366952","https://openalex.org/W2078149659","https://openalex.org/W2083045667","https://openalex.org/W2085826258","https://openalex.org/W2086453833","https://openalex.org/W2087936397","https://openalex.org/W2096305874","https://openalex.org/W2100526049","https://openalex.org/W2101181377","https://openalex.org/W2104108767","https://openalex.org/W2104290444","https://openalex.org/W2113592823","https://openalex.org/W2121887542","https://openalex.org/W2123403527","https://openalex.org/W2124838818","https://openalex.org/W2126523478","https://openalex.org/W2134469465","https://openalex.org/W2138312771","https://openalex.org/W2139182243","https://openalex.org/W2139823104","https://openalex.org/W2154455818","https://openalex.org/W2162142896","https://openalex.org/W2163841023","https://openalex.org/W2164837103","https://openalex.org/W2168517816","https://openalex.org/W2170682402","https://openalex.org/W2171978259","https://openalex.org/W2187076076","https://openalex.org/W2204170601","https://openalex.org/W2264481086","https://openalex.org/W2274879598","https://openalex.org/W2333983635","https://openalex.org/W2339350795","https://openalex.org/W2481091984","https://openalex.org/W3106241533","https://openalex.org/W3151142710","https://openalex.org/W4230962939","https://openalex.org/W4251881819","https://openalex.org/W4384306334"],"related_works":["https://openalex.org/W177137871","https://openalex.org/W2357256365","https://openalex.org/W4292302930","https://openalex.org/W4386960635","https://openalex.org/W2348502264","https://openalex.org/W2365486383","https://openalex.org/W4365460543","https://openalex.org/W2362059367","https://openalex.org/W3184567430","https://openalex.org/W2055243143"],"abstract_inverted_index":{"BACKGROUND:":[0],"Biological":[1],"system":[2,88],"is":[3,34,89,151,176,191],"a":[4,96,129,143,192,230],"multi-layered":[5,86,106,237],"structure":[6,170,200],"of":[7,32,64,115,125,133,147,160,171,201,236],"omics":[8,33,50,65,202],"with":[9,128],"genome,":[10],"epigenome,":[11],"transcriptome,":[12],"metabolome,":[13],"proteome,":[14],"etc.,":[15],"and":[16,28,135],"can":[17,37,54,81,101,219],"be":[18,55,82,102],"further":[19,165],"stretched":[20,166],"to":[21,84,104,111,121,167,178,206],"clinical/medical":[22],"layers":[23],"such":[24],"as":[25,153,229],"diseasome,":[26],"drugs,":[27],"symptoms.":[29],"One":[30],"advantage":[31],"that":[35,80,100,189,196,210],"we":[36,94],"figure":[38],"out":[39],"an":[40,78],"unknown":[41],"component":[42,53],"or":[43,66],"its":[44],"trait":[45],"by":[46,57],"inferring":[47],"from":[48],"known":[49],"components.":[51],"The":[52,138,217],"inferred":[56],"the":[58,61,67,75,85,105,113,116,122,173,198,212],"ones":[59,68],"in":[60,69,188,214],"same":[62],"level":[63],"different":[70],"levels.":[71],"METHODS:":[72],"To":[73],"implement":[74],"inference":[76,234],"process,":[77],"algorithm":[79,99,195],"applied":[83,103,120],"complex":[87,107],"required.":[90],"In":[91,109],"this":[92],"study,":[93],"develop":[95],"semi-supervised":[97],"learning":[98],"system.":[108,239],"order":[110],"verify":[112],"validity":[114],"inference,":[117],"it":[118,190],"was":[119],"prediction":[123],"problem":[124],"disease":[126,162,224],"co-occurrence":[127,225],"two-layered":[130],"network":[131,141],"composed":[132],"symptom-layer":[134],"disease-layer.":[136],"RESULTS:":[137],"symptom-disease":[139],"layered":[140,169],"obtained":[142],"fairly":[144],"high":[145],"value":[146],"AUC,":[148],"0.74,":[149],"which":[150],"regarded":[152],"noticeable":[154],"improvement":[155],"when":[156],"comparing":[157],"0.59":[158],"AUC":[159],"single-layered":[161],"network.":[163],"If":[164],"whole":[168],"omics,":[172],"proposed":[174],"method":[175],"expected":[177],"produce":[179],"more":[180],"promising":[181],"results.":[182],"CONCLUSION:":[183],"This":[184],"research":[185],"has":[186],"novelty":[187],"new":[193],"integrative":[194],"incorporates":[197],"vertical":[199],"data,":[203],"on":[204],"contrary":[205],"other":[207],"existing":[208],"methods":[209],"integrate":[211],"data":[213],"parallel":[215],"fashion.":[216],"results":[218],"provide":[220],"enhanced":[221],"guideline":[222],"for":[223,233],"prediction,":[226],"thereby":[227],"serve":[228],"valuable":[231],"tool":[232],"process":[235],"biological":[238]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}