{"id":"https://openalex.org/W2283198404","doi":"https://doi.org/10.3233/978-1-61499-512-8-369","title":"Using EHRs for Heart Failure Therapy Recommendation Using Multidimensional Patient Similarity Analytics","display_name":"Using EHRs for Heart Failure Therapy Recommendation Using Multidimensional Patient Similarity Analytics","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2283198404","doi":"https://doi.org/10.3233/978-1-61499-512-8-369","mag":"2283198404","pmid":"https://pubmed.ncbi.nlm.nih.gov/25991168"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-512-8-369","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-512-8-369","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://corescholar.libraries.wright.edu/cgi/viewcontent.cgi?article=2464&context=knoesis","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041727019","display_name":"Maryam Panahiazar","orcid":"https://orcid.org/0000-0003-2089-3937"},"institutions":[{"id":"https://openalex.org/I4210125099","display_name":"Mayo Clinic in Arizona","ror":"https://ror.org/03jp40720","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210125099"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Panahiazar Maryam","raw_affiliation_strings":["Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210125099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036208585","display_name":"Vahid Taslimitehrani","orcid":"https://orcid.org/0000-0003-2945-7496"},"institutions":[{"id":"https://openalex.org/I4210125099","display_name":"Mayo Clinic in Arizona","ror":"https://ror.org/03jp40720","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210125099"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taslimitehrani Vahid","raw_affiliation_strings":["Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210125099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007593170","display_name":"Naveen L. Pereira","orcid":"https://orcid.org/0000-0003-3813-3469"},"institutions":[{"id":"https://openalex.org/I4210125099","display_name":"Mayo Clinic in Arizona","ror":"https://ror.org/03jp40720","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210125099"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pereira Naveen L.","raw_affiliation_strings":["Division of Cardiovascular Diseases, Mayo Clinic, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Division of Cardiovascular Diseases, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210125099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051691741","display_name":"Jyotishman Pathak","orcid":"https://orcid.org/0000-0002-4856-410X"},"institutions":[{"id":"https://openalex.org/I4210125099","display_name":"Mayo Clinic in Arizona","ror":"https://ror.org/03jp40720","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210125099"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pathak Jyotishman","raw_affiliation_strings":["Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210125099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041727019"],"corresponding_institution_ids":["https://openalex.org/I4210125099"],"apc_list":null,"apc_paid":null,"fwci":4.4321,"has_fulltext":true,"cited_by_count":53,"citation_normalized_percentile":{"value":0.94988747,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"210","issue":null,"first_page":"369","last_page":"73"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9056000113487244,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"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/analytics","display_name":"Analytics","score":0.7272783517837524},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7095565795898438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.64359050989151},{"id":"https://openalex.org/keywords/heart-failure","display_name":"Heart failure","score":0.43728509545326233},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3912539780139923},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37330561876296997},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3151395916938782},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2604827582836151},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.21175473928451538}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7272783517837524},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7095565795898438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.64359050989151},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.43728509545326233},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3912539780139923},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37330561876296997},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3151395916938782},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2604827582836151},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.21175473928451538},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000066491","descriptor_name":"Clinical Decision-Making","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000066491","descriptor_name":"Clinical Decision-Making","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000066491","descriptor_name":"Clinical Decision-Making","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","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":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013813","descriptor_name":"Therapy, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013813","descriptor_name":"Therapy, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013813","descriptor_name":"Therapy, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3233/978-1-61499-512-8-369","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-512-8-369","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:25991168","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25991168","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":"Studies in health technology and informatics","raw_type":null},{"id":"pmh:oai:corescholar.libraries.wright.edu:knoesis-2464","is_oa":true,"landing_page_url":"https://corescholar.libraries.wright.edu/knoesis/1085","pdf_url":"https://corescholar.libraries.wright.edu/cgi/viewcontent.cgi?article=2464&context=knoesis","source":{"id":"https://openalex.org/S2737205702","display_name":"Journal of Bioresource Management","issn_l":"2309-3854","issn":["2309-3854"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310316536","host_organization_name":"Bioresource Research Center (BRC), Islamabad","host_organization_lineage":["https://openalex.org/P4310316536"],"host_organization_lineage_names":["Bioresource Research Center (BRC), Islamabad"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kno.e.sis Publications","raw_type":"text"},{"id":"pmh:oai:pubmedcentral.nih.gov:4899831","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:4899831","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4899831","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Stud Health Technol Inform","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:corescholar.libraries.wright.edu:knoesis-2464","is_oa":true,"landing_page_url":"https://corescholar.libraries.wright.edu/knoesis/1085","pdf_url":"https://corescholar.libraries.wright.edu/cgi/viewcontent.cgi?article=2464&context=knoesis","source":{"id":"https://openalex.org/S2737205702","display_name":"Journal of Bioresource Management","issn_l":"2309-3854","issn":["2309-3854"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310316536","host_organization_name":"Bioresource Research Center (BRC), Islamabad","host_organization_lineage":["https://openalex.org/P4310316536"],"host_organization_lineage_names":["Bioresource Research Center (BRC), Islamabad"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kno.e.sis Publications","raw_type":"text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G2134997498","display_name":null,"funder_award_id":"R01 GM105688","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2998518889","display_name":null,"funder_award_id":"R01 HS023077","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2283198404.pdf"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W116606925","https://openalex.org/W605074669","https://openalex.org/W1996118086","https://openalex.org/W2113098151","https://openalex.org/W2113359487","https://openalex.org/W2153233077"],"related_works":["https://openalex.org/W588655279","https://openalex.org/W2383994333","https://openalex.org/W642714463","https://openalex.org/W2099628268","https://openalex.org/W44894489","https://openalex.org/W2164703220","https://openalex.org/W55173076","https://openalex.org/W1992046973","https://openalex.org/W1486551637","https://openalex.org/W4390065885"],"abstract_inverted_index":{"Electronic":[0],"Health":[1],"Records":[2],"(EHRs)":[3],"contain":[4],"a":[5,75,92,119,128,149],"wealth":[6],"of":[7,60,85,145,151,167],"information":[8,19,86,179],"about":[9],"an":[10,165,183],"individual":[11,184],"patient's":[12],"diagnosis,":[13],"treatment":[14],"and":[15,35,90,103,123,163],"health":[16],"outcomes.":[17],"This":[18],"can":[20],"be":[21],"leveraged":[22],"effectively":[23],"to":[24,30,47,136,176],"identify":[25],"patients":[26,111,154],"who":[27],"are":[28],"similar":[29,106],"each":[31,96],"for":[32,66,95,182],"disease":[33],"diagnosis":[34],"prognosis.":[36],"In":[37,70,108],"recent":[38],"years,":[39],"several":[40],"machine":[41],"learning":[42,68],"methods":[43],"have":[44,54,112,125],"been":[45,113,126],"proposed":[46],"assessing":[48],"patient":[49,61,77,98,139],"similarity,":[50],"although":[51],"the":[52,58,67,88,133,137,143],"techniques":[53],"primarily":[55],"focused":[56],"on":[57,100,132,148],"use":[59],"diagnoses":[62],"data":[63,104,159],"from":[64,87,105,157,180],"EHRs":[65,181],"task.":[69],"this":[71],"study,":[72],"we":[73],"develop":[74],"multidimensional":[76],"similarity":[78,134],"assessment":[79],"technique":[80],"that":[81,172],"leverages":[82],"multiple":[83],"types":[84],"EHR":[89,158],"predicts":[91],"medication":[93,129],"plan":[94,130],"new":[97],"based":[99,131],"prior":[101],"knowledge":[102],"patients.":[107],"our":[109,146],"algorithm,":[110],"clustered":[114],"into":[115],"different":[116],"groups":[117],"using":[118],"hierarchical":[120],"clustering":[121],"approach":[122,147],"subsequently":[124],"assigned":[127],"index":[135],"overall":[138],"population.":[140],"We":[141],"evaluated":[142],"performance":[144],"cohort":[150],"heart":[152],"failure":[153],"(N=1386)":[155],"identified":[156],"at":[160],"Mayo":[161],"Clinic":[162],"achieved":[164],"AUC":[166],"0.74.":[168],"Our":[169],"results":[170],"suggest":[171],"it":[173],"is":[174],"feasible":[175],"harness":[177],"population-based":[178],"patient-specific":[185],"assessment.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
