{"id":"https://openalex.org/W4387528711","doi":"https://doi.org/10.3390/informatics10040077","title":"A Machine Learning-Based Multiple Imputation Method for the Health and Aging Brain Study\u2013Health Disparities","display_name":"A Machine Learning-Based Multiple Imputation Method for the Health and Aging Brain Study\u2013Health Disparities","publication_year":2023,"publication_date":"2023-10-11","ids":{"openalex":"https://openalex.org/W4387528711","doi":"https://doi.org/10.3390/informatics10040077"},"language":"en","primary_location":{"id":"doi:10.3390/informatics10040077","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics10040077","pdf_url":"https://www.mdpi.com/2227-9709/10/4/77/pdf?version=1697009884","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2227-9709/10/4/77/pdf?version=1697009884","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100403574","display_name":"Fan Zhang","orcid":"https://orcid.org/0000-0003-3502-1808"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]},{"id":"https://openalex.org/I165139151","display_name":"University of North Texas Health Science Center","ror":"https://ror.org/05msxaq47","country_code":"US","type":"education","lineage":["https://openalex.org/I165139151"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fan Zhang","raw_affiliation_strings":["Department of Family Medicine, University of North Texas Health Science Center, Fort Worth, TX 76107, USA","Institute for Translational Research, University of North Texas Health Science Center, Fort Worth, TX 76107, USA"],"affiliations":[{"raw_affiliation_string":"Department of Family Medicine, University of North Texas Health Science Center, Fort Worth, TX 76107, USA","institution_ids":["https://openalex.org/I123534392","https://openalex.org/I165139151"]},{"raw_affiliation_string":"Institute for Translational Research, University of North Texas Health Science Center, Fort Worth, TX 76107, USA","institution_ids":["https://openalex.org/I123534392","https://openalex.org/I165139151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090528347","display_name":"Melissa Petersen","orcid":"https://orcid.org/0000-0002-3920-5877"},"institutions":[{"id":"https://openalex.org/I165139151","display_name":"University of North Texas Health Science Center","ror":"https://ror.org/05msxaq47","country_code":"US","type":"education","lineage":["https://openalex.org/I165139151"]},{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melissa Petersen","raw_affiliation_strings":["Department of Family Medicine, University of North Texas Health Science Center, Fort Worth, TX 76107, USA","Institute for Translational Research, University of North Texas Health Science Center, Fort Worth, TX 76107, USA"],"affiliations":[{"raw_affiliation_string":"Department of Family Medicine, University of North Texas Health Science Center, Fort Worth, TX 76107, USA","institution_ids":["https://openalex.org/I123534392","https://openalex.org/I165139151"]},{"raw_affiliation_string":"Institute for Translational Research, University of North Texas Health Science Center, Fort Worth, TX 76107, USA","institution_ids":["https://openalex.org/I123534392","https://openalex.org/I165139151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101744209","display_name":"Leigh Johnson","orcid":"https://orcid.org/0000-0001-7769-8417"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]},{"id":"https://openalex.org/I165139151","display_name":"University of North Texas Health Science Center","ror":"https://ror.org/05msxaq47","country_code":"US","type":"education","lineage":["https://openalex.org/I165139151"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leigh Johnson","raw_affiliation_strings":["Department of Pharmacology and Neuroscience, University of North Texas Health Science Center, Fort Worth, TX 76107, USA","Institute for Translational Research, University of North Texas Health Science Center, Fort Worth, TX 76107, USA"],"affiliations":[{"raw_affiliation_string":"Department of Pharmacology and Neuroscience, University of North Texas Health Science Center, Fort Worth, TX 76107, USA","institution_ids":["https://openalex.org/I123534392","https://openalex.org/I165139151"]},{"raw_affiliation_string":"Institute for Translational Research, University of North Texas Health Science Center, Fort Worth, TX 76107, USA","institution_ids":["https://openalex.org/I123534392","https://openalex.org/I165139151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103271022","display_name":"James Hall","orcid":"https://orcid.org/0000-0002-8153-1537"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]},{"id":"https://openalex.org/I165139151","display_name":"University of North Texas Health Science Center","ror":"https://ror.org/05msxaq47","country_code":"US","type":"education","lineage":["https://openalex.org/I165139151"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Hall","raw_affiliation_strings":["Department of Family Medicine, University of North Texas Health Science Center, Fort Worth, TX 76107, USA","Institute for Translational Research, University of North Texas Health Science Center, Fort Worth, TX 76107, USA"],"affiliations":[{"raw_affiliation_string":"Department of Family Medicine, University of North Texas Health Science Center, Fort Worth, TX 76107, USA","institution_ids":["https://openalex.org/I123534392","https://openalex.org/I165139151"]},{"raw_affiliation_string":"Institute for Translational Research, University of North Texas Health Science Center, Fort Worth, TX 76107, USA","institution_ids":["https://openalex.org/I123534392","https://openalex.org/I165139151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022810217","display_name":"Raymond F. Palmer","orcid":"https://orcid.org/0000-0001-6621-9038"},"institutions":[{"id":"https://openalex.org/I165951966","display_name":"The University of Texas Health Science Center at San Antonio","ror":"https://ror.org/02f6dcw23","country_code":"US","type":"education","lineage":["https://openalex.org/I165951966"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raymond F. Palmer","raw_affiliation_strings":["Department of Family and Community Medicine, University of Texas Health Science Center, San Antonio, TX 78229, USA"],"affiliations":[{"raw_affiliation_string":"Department of Family and Community Medicine, University of Texas Health Science Center, San Antonio, TX 78229, USA","institution_ids":["https://openalex.org/I165951966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059630674","display_name":"Sid E. O\u2019Bryant","orcid":"https://orcid.org/0000-0003-0582-5266"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]},{"id":"https://openalex.org/I165139151","display_name":"University of North Texas Health Science Center","ror":"https://ror.org/05msxaq47","country_code":"US","type":"education","lineage":["https://openalex.org/I165139151"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sid E. O\u2019Bryant","raw_affiliation_strings":["Department of Family Medicine, University of North Texas Health Science Center, Fort Worth, TX 76107, USA","Institute for Translational Research, University of North Texas Health Science Center, Fort Worth, TX 76107, USA"],"affiliations":[{"raw_affiliation_string":"Department of Family Medicine, University of North Texas Health Science Center, Fort Worth, TX 76107, USA","institution_ids":["https://openalex.org/I123534392","https://openalex.org/I165139151"]},{"raw_affiliation_string":"Institute for Translational Research, University of North Texas Health Science Center, Fort Worth, TX 76107, USA","institution_ids":["https://openalex.org/I123534392","https://openalex.org/I165139151"]}]},{"author_position":"last","author":{"id":null,"display_name":"on behalf of the Health and Aging Brain Study (HABS\u2013HD) Study Team","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"on behalf of the Health and Aging Brain Study (HABS\u2013HD) Study Team","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100403574"],"corresponding_institution_ids":["https://openalex.org/I123534392","https://openalex.org/I165139151"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.6875,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70365642,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10","issue":"4","first_page":"77","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.927132248878479},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.9098710417747498},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6589305400848389},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.589253842830658},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5118533968925476},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5028621554374695},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47295519709587097},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.42478618025779724},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.41320565342903137},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37078458070755005},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3504055440425873},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17882350087165833}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.927132248878479},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.9098710417747498},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6589305400848389},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.589253842830658},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5118533968925476},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5028621554374695},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47295519709587097},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.42478618025779724},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.41320565342903137},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37078458070755005},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3504055440425873},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17882350087165833},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/informatics10040077","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics10040077","pdf_url":"https://www.mdpi.com/2227-9709/10/4/77/pdf?version=1697009884","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3d7cc8c430144e6b9252713c78cc8b7d","is_oa":true,"landing_page_url":"https://doaj.org/article/3d7cc8c430144e6b9252713c78cc8b7d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics, Vol 10, Iss 4, p 77 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/informatics10040077","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics10040077","pdf_url":"https://www.mdpi.com/2227-9709/10/4/77/pdf?version=1697009884","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.5600000023841858}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310911","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387528711.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1537066827","https://openalex.org/W1972851018","https://openalex.org/W1999508687","https://openalex.org/W2064085960","https://openalex.org/W2064186732","https://openalex.org/W2078965693","https://openalex.org/W2100358124","https://openalex.org/W2102153347","https://openalex.org/W2116814040","https://openalex.org/W2141922524","https://openalex.org/W2156220037","https://openalex.org/W2156267802","https://openalex.org/W2157845415","https://openalex.org/W2167187602","https://openalex.org/W2473283057","https://openalex.org/W2912411326","https://openalex.org/W3127597934","https://openalex.org/W3163987893","https://openalex.org/W3184084406","https://openalex.org/W4205448935","https://openalex.org/W4211101039","https://openalex.org/W4213116084","https://openalex.org/W4213332373","https://openalex.org/W4236702654","https://openalex.org/W4238763888","https://openalex.org/W4292212960","https://openalex.org/W4297349399"],"related_works":["https://openalex.org/W2181530120","https://openalex.org/W4211215373","https://openalex.org/W2024529227","https://openalex.org/W1574575415","https://openalex.org/W3144172081","https://openalex.org/W3179858851","https://openalex.org/W3028371478","https://openalex.org/W2081476516","https://openalex.org/W2581984549","https://openalex.org/W3123177881"],"abstract_inverted_index":{"The":[0,60,311,328],"Health":[1],"and":[2,15,76,106,110,117,175,200,242,244,251,268,290,305,309,332],"Aging":[3],"Brain":[4],"Study\u2013Health":[5],"Disparities":[6],"(HABS\u2013HD)":[7],"project":[8],"seeks":[9],"to":[10,36,123,131,138,188,257,350],"understand":[11],"the":[12,162,172,176,207,253,261,279,291,322,333],"biological,":[13],"social,":[14],"environmental":[16],"factors":[17],"that":[18,278],"impact":[19,320],"brain":[20],"aging":[21],"among":[22],"diverse":[23],"communities.":[24],"A":[25],"common":[26,273,298],"issue":[27],"for":[28,58,87,161,221,284,340],"HABS\u2013HD":[29,289],"is":[30,34,168],"missing":[31,45,62,66,72,78,154,177,190,195,223,286,314],"data.":[32],"It":[33],"impossible":[35],"achieve":[37],"accurate":[38],"machine":[39,136,215,233],"learning":[40,137],"(ML)":[41],"if":[42,156,166],"data":[43,63,178,191,196,353],"contain":[44],"values.":[46,224],"Therefore,":[47,182],"developing":[48],"a":[49,185,214,318],"new":[50],"imputation":[51,85,94,147,173,202,218,229,294,336],"methodology":[52,316],"has":[53,317],"become":[54],"an":[55,169],"urgent":[56],"task":[57],"HABS\u2013HD.":[59,181,210,327],"three":[61],"assumptions,":[64],"(1)":[65,194],"completely":[67],"at":[68,73,80],"random":[69,74,81,235],"(MCAR),":[70],"(2)":[71,198],"(MAR),":[75],"(3)":[77,201],"not":[79,159],"(MNAR),":[82],"necessitate":[83],"distinct":[84],"approaches":[86],"each":[88],"mechanism":[89,179],"of":[90,153,302,313,326],"missingness.":[91],"Several":[92],"popular":[93],"methods,":[95],"including":[96],"listwise":[97],"deletion,":[98],"min,":[99],"mean,":[100],"predictive":[101],"mean":[102],"matching":[103],"(PMM),":[104],"classification":[105],"regression":[107],"trees":[108],"(CART),":[109],"missForest,":[111],"may":[112],"result":[113],"in":[114,180,192,209,288,300,307],"biased":[115],"outcomes":[116],"reduced":[118],"statistical":[119,324],"power":[120],"when":[121],"applied":[122,349],"downstream":[124],"analyses":[125,325],"such":[126],"as":[127],"testing":[128],"hypotheses":[129],"related":[130],"clinical":[132],"variables":[133],"or":[134,141,165],"utilizing":[135],"predict":[139],"AD":[140],"MCI.":[142],"Moreover,":[143],"these":[144],"commonly":[145],"used":[146],"techniques":[148],"can":[149,346],"produce":[150],"unreliable":[151],"estimates":[152],"values":[155,287],"they":[157],"do":[158],"account":[160],"missingness":[163,208],"mechanisms":[164],"there":[167],"inconsistency":[170],"between":[171],"method":[174,219,295,337],"we":[183,205,212,266],"proposed":[184],"three-step":[186,280,330],"workflow":[187,281,331],"handle":[189],"HABS\u2013HD:":[193],"evaluation,":[197],"imputation,":[199],"evaluation.":[203],"First,":[204],"explored":[206],"Then,":[211],"developed":[213],"learning-based":[216],"multiple":[217,258,293,335],"(MLMI)":[220],"imputing":[222],"We":[225],"built":[226],"four":[227,254],"ML-based":[228,255,292,334],"models":[230,256],"(support":[231],"vector":[232],"(SVM),":[234],"forest":[236],"(RF),":[237],"extreme":[238],"gradient":[239],"boosting":[240],"(XGB),":[241],"lasso":[243],"elastic-net":[245],"regularized":[246],"generalized":[247],"linear":[248],"model":[249],"(GLMNET))":[250],"adapted":[252],"imputations":[259],"using":[260],"simple":[262],"averaging":[263],"method.":[264],"Lastly,":[265],"evaluated":[267],"compared":[269],"MLMI":[270],"with":[271],"other":[272,297,351],"methods.":[274],"Our":[275],"results":[276],"showed":[277],"worked":[282],"well":[283,339],"handling":[285,315],"outperformed":[296],"methods":[299],"terms":[301],"prediction":[303],"performance":[304],"change":[306],"distribution":[308],"correlation.":[310],"choice":[312],"significant":[319],"on":[321],"accompanying":[323],"conceptual":[329],"perform":[338],"our":[341],"Alzheimer\u2019s":[342],"disease":[343,352],"models.":[344],"They":[345],"also":[347],"be":[348],"analyses.":[354]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-02-28T09:26:25.869077","created_date":"2023-10-12T00:00:00"}
