{"id":"https://openalex.org/W3039035516","doi":"https://doi.org/10.1016/j.artmed.2020.101926","title":"Dealing with confounders and outliers in classification medical studies: The Autism Spectrum Disorders case study","display_name":"Dealing with confounders and outliers in classification medical studies: The Autism Spectrum Disorders case study","publication_year":2020,"publication_date":"2020-07-06","ids":{"openalex":"https://openalex.org/W3039035516","doi":"https://doi.org/10.1016/j.artmed.2020.101926","mag":"3039035516","pmid":"https://pubmed.ncbi.nlm.nih.gov/32972657"},"language":"en","primary_location":{"id":"doi:10.1016/j.artmed.2020.101926","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.artmed.2020.101926","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence in Medicine","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/A5101606176","display_name":"Elisa Ferrari","orcid":"https://orcid.org/0000-0001-5829-1339"},"institutions":[{"id":"https://openalex.org/I157210198","display_name":"Scuola Normale Superiore","ror":"https://ror.org/03aydme10","country_code":"IT","type":"education","lineage":["https://openalex.org/I157210198"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Elisa Ferrari","raw_affiliation_strings":["Scuola Normale Superiore, Pisa, Italy. Electronic address: elisa.ferrari@sns.it","Scuola Normale Superiore, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Scuola Normale Superiore, Pisa, Italy. Electronic address: elisa.ferrari@sns.it","institution_ids":[]},{"raw_affiliation_string":"Scuola Normale Superiore, Pisa, Italy","institution_ids":["https://openalex.org/I157210198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082117723","display_name":"Paolo Bosco","orcid":"https://orcid.org/0000-0002-4724-9423"},"institutions":[{"id":"https://openalex.org/I4210126460","display_name":"Fondazione Stella Maris","ror":"https://ror.org/02w8ez808","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210126460","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Bosco","raw_affiliation_strings":["IRCCS Fondazione Stella Maris, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Stella Maris, Pisa, Italy","institution_ids":["https://openalex.org/I4210126460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018130663","display_name":"Sara Calderoni","orcid":"https://orcid.org/0000-0002-6250-5739"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I4210126460","display_name":"Fondazione Stella Maris","ror":"https://ror.org/02w8ez808","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210126460","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sara Calderoni","raw_affiliation_strings":["IRCCS Fondazione Stella Maris, Pisa, Italy; Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy","Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy","IRCCS Fondazione Stella Maris, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Stella Maris, Pisa, Italy; Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"IRCCS Fondazione Stella Maris, Pisa, Italy","institution_ids":["https://openalex.org/I4210126460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030507808","display_name":"P. Oliva","orcid":"https://orcid.org/0000-0002-9446-3967"},"institutions":[{"id":"https://openalex.org/I159650629","display_name":"University of Sassari","ror":"https://ror.org/01bnjbv91","country_code":"IT","type":"education","lineage":["https://openalex.org/I159650629"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Piernicola Oliva","raw_affiliation_strings":["University of Sassari, Sassari, Italy; INFN - Cagliari Division, Italy","University of Sassari, Sassari, Italy","INFN \u2013 Cagliari Division, Italy"],"affiliations":[{"raw_affiliation_string":"University of Sassari, Sassari, Italy; INFN - Cagliari Division, Italy","institution_ids":[]},{"raw_affiliation_string":"University of Sassari, Sassari, Italy","institution_ids":["https://openalex.org/I159650629"]},{"raw_affiliation_string":"INFN \u2013 Cagliari Division, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085482458","display_name":"Letizia Palumbo","orcid":"https://orcid.org/0000-0002-4433-7401"},"institutions":[{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Letizia Palumbo","raw_affiliation_strings":["INFN - Pisa Division, Italy","INFN \u2013 Pisa Division, Italy"],"affiliations":[{"raw_affiliation_string":"INFN - Pisa Division, Italy","institution_ids":[]},{"raw_affiliation_string":"INFN \u2013 Pisa Division, Italy","institution_ids":["https://openalex.org/I4210160382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070193157","display_name":"Giovanna Spera","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanna Spera","raw_affiliation_strings":["INFN - Pisa Division, Italy","INFN \u2013 Pisa Division, Italy"],"affiliations":[{"raw_affiliation_string":"INFN - Pisa Division, Italy","institution_ids":[]},{"raw_affiliation_string":"INFN \u2013 Pisa Division, Italy","institution_ids":["https://openalex.org/I4210160382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004460160","display_name":"Maria Evelina Fantacci","orcid":"https://orcid.org/0000-0003-2130-4372"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Evelina Fantacci","raw_affiliation_strings":["INFN - Pisa Division, Italy; Department of Physics, University of Pisa, Pisa, Italy","Department of Physics, University of Pisa, Pisa, Italy","INFN \u2013 Pisa Division, Italy"],"affiliations":[{"raw_affiliation_string":"INFN - Pisa Division, Italy; Department of Physics, University of Pisa, Pisa, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Physics, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"INFN \u2013 Pisa Division, Italy","institution_ids":["https://openalex.org/I4210160382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053399221","display_name":"Alessandra Retico","orcid":"https://orcid.org/0000-0001-5135-4472"},"institutions":[{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandra Retico","raw_affiliation_strings":["INFN - Pisa Division, Italy","INFN \u2013 Pisa Division, Italy"],"affiliations":[{"raw_affiliation_string":"INFN - Pisa Division, Italy","institution_ids":[]},{"raw_affiliation_string":"INFN \u2013 Pisa Division, Italy","institution_ids":["https://openalex.org/I4210160382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101606176"],"corresponding_institution_ids":["https://openalex.org/I157210198"],"apc_list":{"value":3230,"currency":"USD","value_usd":3230},"apc_paid":null,"fwci":2.454,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.89488839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"108","issue":null,"first_page":"101926","last_page":"101926"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9681000113487244,"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/T11772","display_name":"Genetics and Neurodevelopmental Disorders","score":0.909500002861023,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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":0.743937611579895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6940368413925171},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6551371812820435},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.615110456943512},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5829460024833679},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5407372713088989},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.5027194023132324},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.4556290805339813},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.4435338079929352},{"id":"https://openalex.org/keywords/undersampling","display_name":"Undersampling","score":0.4377617835998535},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.4305487871170044},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.42668431997299194},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4063684344291687},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3963544964790344},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2803706228733063},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.274564266204834},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15502461791038513},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1396268606185913},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10176676511764526}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.743937611579895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6940368413925171},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6551371812820435},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.615110456943512},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5829460024833679},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5407372713088989},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.5027194023132324},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.4556290805339813},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.4435338079929352},{"id":"https://openalex.org/C136536468","wikidata":"https://www.wikidata.org/wiki/Q1225894","display_name":"Undersampling","level":2,"score":0.4377617835998535},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.4305487871170044},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.42668431997299194},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4063684344291687},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3963544964790344},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2803706228733063},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.274564266204834},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15502461791038513},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1396268606185913},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10176676511764526},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1016/j.artmed.2020.101926","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.artmed.2020.101926","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence in Medicine","raw_type":"journal-article"},{"id":"pmid:32972657","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32972657","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":"Artificial intelligence in medicine","raw_type":null},{"id":"pmh:oai:arpi.unipi.it:11568/1055104","is_oa":false,"landing_page_url":"http://hdl.handle.net/11568/1055104","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W171938871","https://openalex.org/W1579476183","https://openalex.org/W1876967670","https://openalex.org/W1927233378","https://openalex.org/W1971176190","https://openalex.org/W1972967724","https://openalex.org/W1981203691","https://openalex.org/W1995992667","https://openalex.org/W2007804187","https://openalex.org/W2019587683","https://openalex.org/W2041527603","https://openalex.org/W2060144980","https://openalex.org/W2091532770","https://openalex.org/W2104606954","https://openalex.org/W2105824687","https://openalex.org/W2108623767","https://openalex.org/W2110208125","https://openalex.org/W2110437310","https://openalex.org/W2113319997","https://openalex.org/W2120759354","https://openalex.org/W2122739133","https://openalex.org/W2126919482","https://openalex.org/W2129179498","https://openalex.org/W2132555912","https://openalex.org/W2143117649","https://openalex.org/W2151688269","https://openalex.org/W2164988082","https://openalex.org/W2167868121","https://openalex.org/W2201030664","https://openalex.org/W2210537348","https://openalex.org/W2310177520","https://openalex.org/W2320286994","https://openalex.org/W2326145038","https://openalex.org/W2336678555","https://openalex.org/W2522924024","https://openalex.org/W2580744997","https://openalex.org/W2590651237","https://openalex.org/W2727202381","https://openalex.org/W2747405729","https://openalex.org/W2752558629","https://openalex.org/W2766554192","https://openalex.org/W2804082618","https://openalex.org/W2806322961","https://openalex.org/W2849202363","https://openalex.org/W2887248873","https://openalex.org/W2888826705","https://openalex.org/W2892937277","https://openalex.org/W2917871264","https://openalex.org/W2949392028","https://openalex.org/W2950447704","https://openalex.org/W2951565621","https://openalex.org/W2952587090","https://openalex.org/W2974418657","https://openalex.org/W2976758207","https://openalex.org/W2980144156","https://openalex.org/W3101391496","https://openalex.org/W3105164764","https://openalex.org/W4229776327","https://openalex.org/W4241074797","https://openalex.org/W4250698083","https://openalex.org/W6606989637","https://openalex.org/W6684322423","https://openalex.org/W6745575231","https://openalex.org/W6760257731","https://openalex.org/W6765847923","https://openalex.org/W6767655338","https://openalex.org/W6768267417"],"related_works":["https://openalex.org/W3186512740","https://openalex.org/W2499612753","https://openalex.org/W3017266184","https://openalex.org/W2918377632","https://openalex.org/W3202913553","https://openalex.org/W3194885736","https://openalex.org/W3046391934","https://openalex.org/W4363671829","https://openalex.org/W3111802945","https://openalex.org/W2946096271"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}