{"id":"https://openalex.org/W2757003517","doi":"https://doi.org/10.1186/s12918-017-0458-5","title":"Accelerated parallel algorithm for gene network reverse engineering","display_name":"Accelerated parallel algorithm for gene network reverse engineering","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2757003517","doi":"https://doi.org/10.1186/s12918-017-0458-5","mag":"2757003517","pmid":"https://pubmed.ncbi.nlm.nih.gov/28950860"},"language":"en","primary_location":{"id":"doi:10.1186/s12918-017-0458-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12918-017-0458-5","pdf_url":"https://bmcsystbiol.biomedcentral.com/counter/pdf/10.1186/s12918-017-0458-5","source":{"id":"https://openalex.org/S92363890","display_name":"BMC Systems Biology","issn_l":"1752-0509","issn":["1752-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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 Systems Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcsystbiol.biomedcentral.com/counter/pdf/10.1186/s12918-017-0458-5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044520752","display_name":"Jing He","orcid":"https://orcid.org/0000-0001-9034-8390"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jing He","raw_affiliation_strings":["Department of Biomedical Informatics, Columbia University, 168th Street, New York, 10032, NY, USA","Department of Systems Biology, 1130 St Nicholas Street, New York, 10032, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Columbia University, 168th Street, New York, 10032, NY, USA","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Systems Biology, 1130 St Nicholas Street, New York, 10032, NY, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359922","display_name":"Zhou Zhou","orcid":"https://orcid.org/0000-0002-5233-8586"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhou Zhou","raw_affiliation_strings":["Department of Computer Science, New York, 10027, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, New York, 10027, NY, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109559220","display_name":"Michael Reed","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Reed","raw_affiliation_strings":["Department of Computer Science, New York, 10027, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, New York, 10027, NY, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046245448","display_name":"Andrea Califano","orcid":"https://orcid.org/0000-0003-4742-3679"},"institutions":[{"id":"https://openalex.org/I4210148963","display_name":"St Nicholas Hospital","ror":"https://ror.org/0579rm888","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I240202130","https://openalex.org/I4210148963"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrea Califano","raw_affiliation_strings":["Department of Systems Biology, 1130 St Nicholas Street, New York, 10032, NY, USA. ac2248@cumc.columbia.edu","Department of Systems Biology, 1130 St Nicholas Street, New York, 10032, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Biology, 1130 St Nicholas Street, New York, 10032, NY, USA. ac2248@cumc.columbia.edu","institution_ids":["https://openalex.org/I4210148963"]},{"raw_affiliation_string":"Department of Systems Biology, 1130 St Nicholas Street, New York, 10032, NY, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2290,"currency":"USD","value_usd":2290},"apc_paid":{"value":2290,"currency":"USD","value_usd":2290},"fwci":0.6081,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.66256494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"11","issue":"S4","first_page":"83","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.8906999826431274,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.8906999826431274,"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":0.056699998676776886,"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/T10222","display_name":"Genomics and Chromatin Dynamics","score":0.012799999676644802,"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/computer-science","display_name":"Computer science","score":0.8555535078048706},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.6829781532287598},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.6036940813064575},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5314544439315796},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5273830890655518},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4240858554840088},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3638128638267517},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35496634244918823},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3429930806159973}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8555535078048706},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.6829781532287598},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.6036940813064575},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5314544439315796},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5273830890655518},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4240858554840088},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3638128638267517},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35496634244918823},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3429930806159973},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000072278","descriptor_name":"Forkhead Box Protein M1","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000072278","descriptor_name":"Forkhead Box Protein M1","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000072278","descriptor_name":"Forkhead Box Protein M1","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018085","descriptor_name":"Regulon","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D018085","descriptor_name":"Regulon","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D018085","descriptor_name":"Regulon","qualifier_ui":"Q000235","qualifier_name":"genetics","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":"D053263","descriptor_name":"Gene Regulatory Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053263","descriptor_name":"Gene Regulatory Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053263","descriptor_name":"Gene Regulatory Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1186/s12918-017-0458-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12918-017-0458-5","pdf_url":"https://bmcsystbiol.biomedcentral.com/counter/pdf/10.1186/s12918-017-0458-5","source":{"id":"https://openalex.org/S92363890","display_name":"BMC Systems Biology","issn_l":"1752-0509","issn":["1752-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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 Systems Biology","raw_type":"journal-article"},{"id":"pmid:28950860","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28950860","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 systems biology","raw_type":null},{"id":"pmh:oai:europepmc.org:4538932","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5615246","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12918-017-0458-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12918-017-0458-5","pdf_url":"https://bmcsystbiol.biomedcentral.com/counter/pdf/10.1186/s12918-017-0458-5","source":{"id":"https://openalex.org/S92363890","display_name":"BMC Systems Biology","issn_l":"1752-0509","issn":["1752-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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 Systems Biology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G298734734","display_name":null,"funder_award_id":"1U01CA168426","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G4602535376","display_name":null,"funder_award_id":"R35 CA197745","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G5178095925","display_name":null,"funder_award_id":"S10 OD021764","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5412686921","display_name":null,"funder_award_id":"U01 CA168426","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G5582191710","display_name":null,"funder_award_id":"S10 OD012351","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6700333535","display_name":null,"funder_award_id":"U01 CA217858","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G7565044259","display_name":null,"funder_award_id":"U54 CA209997","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G7597989438","display_name":null,"funder_award_id":"R35CA197745","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2757003517.pdf","grobid_xml":"https://content.openalex.org/works/W2757003517.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1498258638","https://openalex.org/W1535350845","https://openalex.org/W1574785859","https://openalex.org/W1891536063","https://openalex.org/W1908864745","https://openalex.org/W1967235705","https://openalex.org/W1980150890","https://openalex.org/W1983380437","https://openalex.org/W1994611438","https://openalex.org/W1995667631","https://openalex.org/W2034091087","https://openalex.org/W2053935824","https://openalex.org/W2063694368","https://openalex.org/W2067457568","https://openalex.org/W2077128508","https://openalex.org/W2078450879","https://openalex.org/W2083819830","https://openalex.org/W2093676592","https://openalex.org/W2102123859","https://openalex.org/W2102471334","https://openalex.org/W2105031411","https://openalex.org/W2105280376","https://openalex.org/W2109473404","https://openalex.org/W2109881670","https://openalex.org/W2111384508","https://openalex.org/W2115108153","https://openalex.org/W2119669591","https://openalex.org/W2131277831","https://openalex.org/W2134731562","https://openalex.org/W2135630561","https://openalex.org/W2146653601","https://openalex.org/W2149414426","https://openalex.org/W2152379610","https://openalex.org/W2157615753","https://openalex.org/W2161112598","https://openalex.org/W2162023932","https://openalex.org/W2163296115","https://openalex.org/W2270921728","https://openalex.org/W2292378658","https://openalex.org/W2293860982","https://openalex.org/W2342019990","https://openalex.org/W2353453863","https://openalex.org/W2423111687","https://openalex.org/W2498761000","https://openalex.org/W3099289621","https://openalex.org/W4230336775","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2076165488","https://openalex.org/W2011840458","https://openalex.org/W2161462353","https://openalex.org/W1981557297","https://openalex.org/W2366665520","https://openalex.org/W2011159963","https://openalex.org/W2107309717","https://openalex.org/W1678662003","https://openalex.org/W2791204867","https://openalex.org/W2739053796"],"abstract_inverted_index":{"BACKGROUND:":[0],"The":[1],"Algorithm":[2],"for":[3,189,217],"the":[4,14,40,77,114,131],"Reconstruction":[5],"of":[6,13,42,90,104,110,171,214],"Accurate":[7],"Cellular":[8],"Networks":[9],"(ARACNE)":[10],"represents":[11],"one":[12,138],"most":[15],"effective":[16],"tools":[17],"to":[18,71,76,137,159,193,227],"reconstruct":[19,160],"gene":[20,163],"regulatory":[21,164,196],"networks":[22,197],"from":[23,134,198],"large-scale":[24],"molecular":[25],"profile":[26],"datasets.":[27],"However,":[28],"previous":[29,154,169],"implementations":[30,155],"require":[31],"intensive":[32],"computing":[33,57,74],"resources":[34],"and,":[35],"in":[36,54,178,182],"some":[37],"cases,":[38],"restrict":[39],"number":[41],"samples":[43],"that":[44,149,168,224],"can":[45,50,63],"be":[46,51,64],"used.":[47],"These":[48],"issues":[49],"addressed":[52],"elegantly":[53],"a":[55,87,126],"GPU":[56],"framework,":[58],"where":[59],"repeated":[60],"mathematical":[61],"computation":[62],"done":[65],"efficiently,":[66],"but":[67,202],"requires":[68],"extensive":[69],"redesign":[70],"apply":[72],"parallel":[73,102,120],"techniques":[75],"original":[78],"serial":[79,127],"algorithm,":[80],"involving":[81],"detailed":[82],"optimization":[83,213],"efforts":[84],"based":[85],"on":[86,143,206],"deep":[88],"understanding":[89],"both":[91],"hardware":[92,145,183],"and":[93,113,129,156],"software":[94],"architecture.":[95],"RESULT:":[96],"Here,":[97],"we":[98,147],"present":[99],"an":[100],"accelerated":[101],"implementation":[103],"ARACNE":[105,172],"(GPU-ARACNE).":[106],"By":[107],"taking":[108],"advantage":[109],"multi-level":[111],"parallelism":[112],"Compute":[115],"Unified":[116],"Device":[117],"Architecture":[118],"(CUDA)":[119],"kernel-call":[121],"library,":[122],"GPU-ARACNE":[123,150,185],"successfully":[124],"parallelizes":[125],"algorithm":[128],"simplifies":[130],"user":[132],"experience":[133],"multi-step":[135],"operations":[136],"step.":[139],"Using":[140],"public":[141],"datasets":[142],"comparable":[144],"configurations,":[146],"showed":[148],"is":[151,157,186],"faster":[152],"than":[153],"able":[158],"equally":[161],"valid":[162],"networks.":[165],"CONCLUSION:":[166],"Given":[167],"versions":[170],"are":[173,225],"extremely":[174],"resource":[175],"demanding,":[176],"either":[177],"computational":[179,207],"time":[180],"or":[181],"investment,":[184],"remarkably":[187],"valuable":[188],"researchers":[190],"who":[191],"need":[192],"build":[194],"complex":[195],"large":[199],"expression":[200],"datasets,":[201],"with":[203],"limited":[204],"budget":[205],"resources.":[208],"In":[209],"addition,":[210],"our":[211],"GPU-centered":[212],"adaptive":[215],"partitioning":[216],"Mutual":[218],"Information":[219],"(MI)":[220],"estimation":[221],"provides":[222],"lessons":[223],"applicable":[226],"other":[228],"domains.":[229]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
