{"id":"https://openalex.org/W2587775757","doi":"https://doi.org/10.1109/jbhi.2017.2668393","title":"Prediction of Patient-Controlled Analgesic Consumption: A Multimodel Regression Tree Approach","display_name":"Prediction of Patient-Controlled Analgesic Consumption: A Multimodel Regression Tree Approach","publication_year":2017,"publication_date":"2017-02-13","ids":{"openalex":"https://openalex.org/W2587775757","doi":"https://doi.org/10.1109/jbhi.2017.2668393","mag":"2587775757","pmid":"https://pubmed.ncbi.nlm.nih.gov/28212102"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2017.2668393","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2017.2668393","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/A5029550300","display_name":"Yuh\u2010Jyh Hu","orcid":"https://orcid.org/0000-0002-3541-4014"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yuh-Jyh Hu","raw_affiliation_strings":["Department of Computer Science, Institute of Biomedical Engineering, National Chiao Tung University, Hsinchu, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-3541-4014","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Institute of Biomedical Engineering, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108351592","display_name":"Tien-Hsiung Ku","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159511","display_name":"Changhua Christian Hospital","ror":"https://ror.org/05d9dtr71","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210159511"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tien-Hsiung Ku","raw_affiliation_strings":["Department of Anesthesiology, Changhwa Christian Hospital, Changhwa, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Changhwa Christian Hospital, Changhwa, Taiwan","institution_ids":["https://openalex.org/I4210159511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029143806","display_name":"Yu-Hung Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Hung Yang","raw_affiliation_strings":["Institute of Biomedical Engineering, National Chiao Tung University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112041115","display_name":"Jia-Ying Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jia-Ying Shen","raw_affiliation_strings":["Institute of Biomedical Engineering, National Chiao Tung University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029550300"],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":null,"apc_paid":null,"fwci":0.5381,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.68883472,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"22","issue":"1","first_page":"265","last_page":"275"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11930","display_name":"Cardiac, Anesthesia and Surgical Outcomes","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T11930","display_name":"Cardiac, Anesthesia and Surgical Outcomes","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10144","display_name":"Blood Pressure and Hypertension Studies","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10189","display_name":"Anesthesia and Pain Management","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/analgesic","display_name":"Analgesic","score":0.8367688059806824},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5980387330055237},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5798969864845276},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5789439082145691},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.5219430327415466},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.49843287467956543},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.49729135632514954},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4887521266937256},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4329507648944855},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42607414722442627},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39465630054473877},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3839751183986664},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.355490118265152},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2864570617675781},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.16797396540641785},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15128257870674133}],"concepts":[{"id":"https://openalex.org/C2780820201","wikidata":"https://www.wikidata.org/wiki/Q173235","display_name":"Analgesic","level":2,"score":0.8367688059806824},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5980387330055237},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5798969864845276},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5789439082145691},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.5219430327415466},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.49843287467956543},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.49729135632514954},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4887521266937256},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4329507648944855},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42607414722442627},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39465630054473877},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3839751183986664},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.355490118265152},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2864570617675781},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.16797396540641785},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15128257870674133},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000700","descriptor_name":"Analgesics","qualifier_ui":"Q000008","qualifier_name":"administration & dosage","is_major_topic":false},{"descriptor_ui":"D000700","descriptor_name":"Analgesics","qualifier_ui":"Q000008","qualifier_name":"administration & dosage","is_major_topic":false},{"descriptor_ui":"D000700","descriptor_name":"Analgesics","qualifier_ui":"Q000008","qualifier_name":"administration & dosage","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016058","descriptor_name":"Analgesia, Patient-Controlled","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016058","descriptor_name":"Analgesia, Patient-Controlled","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016058","descriptor_name":"Analgesia, Patient-Controlled","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016058","descriptor_name":"Analgesia, Patient-Controlled","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D016058","descriptor_name":"Analgesia, Patient-Controlled","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D016058","descriptor_name":"Analgesia, Patient-Controlled","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2017.2668393","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2017.2668393","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:28212102","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28212102","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":[],"awards":[{"id":"https://openalex.org/G4843450177","display_name":null,"funder_award_id":"104-2221-E-009-145-MY2","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320324570","display_name":"Changhua Christian Hospital","ror":"https://ror.org/05d9dtr71"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1485450669","https://openalex.org/W1485958089","https://openalex.org/W1504694836","https://openalex.org/W1507029541","https://openalex.org/W1543320899","https://openalex.org/W1551631385","https://openalex.org/W1554663460","https://openalex.org/W1570448133","https://openalex.org/W1594031697","https://openalex.org/W1614890185","https://openalex.org/W1651586605","https://openalex.org/W1751977842","https://openalex.org/W1845622818","https://openalex.org/W1964357740","https://openalex.org/W1967171257","https://openalex.org/W1976669812","https://openalex.org/W1978519915","https://openalex.org/W2003422659","https://openalex.org/W2006582768","https://openalex.org/W2009207944","https://openalex.org/W2019106207","https://openalex.org/W2025357764","https://openalex.org/W2029433446","https://openalex.org/W2045740848","https://openalex.org/W2054334530","https://openalex.org/W2061772323","https://openalex.org/W2064325177","https://openalex.org/W2071200288","https://openalex.org/W2083780116","https://openalex.org/W2086716628","https://openalex.org/W2122111042","https://openalex.org/W2122284941","https://openalex.org/W2125017177","https://openalex.org/W2125055259","https://openalex.org/W2129003580","https://openalex.org/W2133437045","https://openalex.org/W2134364034","https://openalex.org/W2139410361","https://openalex.org/W2141885592","https://openalex.org/W2150927826","https://openalex.org/W2153635508","https://openalex.org/W2158491958","https://openalex.org/W2177870565","https://openalex.org/W2319660501","https://openalex.org/W2488758846","https://openalex.org/W2510506515","https://openalex.org/W4230814587","https://openalex.org/W4242746366","https://openalex.org/W4251837764","https://openalex.org/W4296886862","https://openalex.org/W6630233695","https://openalex.org/W6632659584","https://openalex.org/W6680561749","https://openalex.org/W6999865856"],"related_works":["https://openalex.org/W4243662255","https://openalex.org/W2330953835","https://openalex.org/W2466178061","https://openalex.org/W16727857","https://openalex.org/W31220157","https://openalex.org/W2288557197","https://openalex.org/W4233024177","https://openalex.org/W2101914902","https://openalex.org/W3174613421","https://openalex.org/W1995617853"],"abstract_inverted_index":{"Several":[0],"factors":[1],"contribute":[2],"to":[3,41,46,84],"individual":[4],"variability":[5],"in":[6,44,139],"postoperative":[7,12,23],"pain,":[8],"therefore,":[9],"individuals":[10],"consume":[11],"analgesics":[13],"at":[14],"different":[15],"rates.":[16],"Although":[17],"many":[18],"statistical":[19,39,90],"studies":[20],"have":[21,29,35],"analyzed":[22],"pain":[24],"and":[25,34,78,82,113,116],"analgesic":[26,64,141],"consumption,":[27],"most":[28],"identified":[30],"only":[31],"the":[32,38,86,96,109,119,133,136],"correlation":[33],"not":[36],"subjected":[37],"model":[40],"further":[42,131],"tests":[43],"order":[45],"evaluate":[47],"its":[48],"predictive":[49],"accuracy.":[50],"In":[51],"this":[52],"study":[53],"involving":[54],"3052":[55],"patients,":[56],"a":[57,106],"multistrategy":[58],"computational":[59,120,137],"approach":[60,68,98,121,138],"was":[61],"developed":[62],"for":[63,122],"consumption":[65,142],"prediction.":[66],"This":[67],"uses":[69],"data":[70,126],"on":[71],"patient-controlled":[72],"analgesia":[73],"demand":[74],"behavior":[75],"over":[76],"time":[77],"combines":[79],"clustering,":[80],"classification,":[81],"regression":[83,103],"mitigate":[85],"limitations":[87],"of":[88,118,128,135],"current":[89],"models.":[91],"Cross-validation":[92],"results":[93],"indicated":[94],"that":[95],"proposed":[97],"significantly":[99],"outperforms":[100],"various":[101],"existing":[102],"methods.":[104],"Moreover,":[105],"comparison":[107],"between":[108],"predictions":[110],"by":[111],"anesthesiologists":[112],"medical":[114],"specialists":[115],"those":[117],"an":[123],"independent":[124],"test":[125],"set":[127],"60":[129],"patients":[130],"evidenced":[132],"superiority":[134],"predicting":[140],"because":[143],"it":[144],"produced":[145],"markedly":[146],"lower":[147],"root":[148],"mean":[149],"squared":[150],"errors.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
