{"id":"https://openalex.org/W2979473595","doi":"https://doi.org/10.1109/embc.2019.8857879","title":"Selection of Radiomics Features based on their Reproducibility","display_name":"Selection of Radiomics Features based on their Reproducibility","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2979473595","doi":"https://doi.org/10.1109/embc.2019.8857879","mag":"2979473595","pmid":"https://pubmed.ncbi.nlm.nih.gov/31945924"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2019.8857879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ddd.uab.cat/record/257861","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056339832","display_name":"Marta Ligero","orcid":"https://orcid.org/0000-0001-9824-7316"},"institutions":[{"id":"https://openalex.org/I4387155398","display_name":"Vall d'Hebron Institute of Oncology","ror":"https://ror.org/054xx3904","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4387153040","https://openalex.org/I4387155398"]}],"countries":[],"is_corresponding":true,"raw_author_name":"Marta Ligero","raw_affiliation_strings":["Barcelona, Vall d\u2019Hebron Institute of Oncology (VHIO)","Barcelona, Vall d'Hebron Institute of Oncology (VHIO)"],"affiliations":[{"raw_affiliation_string":"Barcelona, Vall d\u2019Hebron Institute of Oncology (VHIO)","institution_ids":["https://openalex.org/I4387155398"]},{"raw_affiliation_string":"Barcelona, Vall d'Hebron Institute of Oncology (VHIO)","institution_ids":["https://openalex.org/I4387155398"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059014866","display_name":"Guillermo Torres","orcid":"https://orcid.org/0000-0002-1576-6178"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["ES","FR"],"is_corresponding":false,"raw_author_name":"Guillermo Torres","raw_affiliation_strings":["Computer Vision Center and Computer Science Department, Universitat Aut\u00f2noma de Barcelona (UAB)"],"affiliations":[{"raw_affiliation_string":"Computer Vision Center and Computer Science Department, Universitat Aut\u00f2noma de Barcelona (UAB)","institution_ids":["https://openalex.org/I123044942","https://openalex.org/I4210156583"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027409190","display_name":"Carles S\u00e1nchez","orcid":"https://orcid.org/0000-0003-3435-9882"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["ES","FR"],"is_corresponding":false,"raw_author_name":"Carles Sanchez","raw_affiliation_strings":["Computer Vision Center and Computer Science Department, Universitat Aut\u00f2noma de Barcelona (UAB)"],"affiliations":[{"raw_affiliation_string":"Computer Vision Center and Computer Science Department, Universitat Aut\u00f2noma de Barcelona (UAB)","institution_ids":["https://openalex.org/I123044942","https://openalex.org/I4210156583"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011349580","display_name":"Katerine D\u00edaz-Chito","orcid":"https://orcid.org/0000-0002-8860-8082"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["ES","FR"],"is_corresponding":false,"raw_author_name":"Katerine Diaz-Chito","raw_affiliation_strings":["Computer Vision Center and Computer Science Department, Universitat Aut\u00f2noma de Barcelona (UAB)"],"affiliations":[{"raw_affiliation_string":"Computer Vision Center and Computer Science Department, Universitat Aut\u00f2noma de Barcelona (UAB)","institution_ids":["https://openalex.org/I123044942","https://openalex.org/I4210156583"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018210007","display_name":"Raquel P\u00e9rez-L\u00f3pez","orcid":"https://orcid.org/0000-0002-9176-0130"},"institutions":[{"id":"https://openalex.org/I4387155398","display_name":"Vall d'Hebron Institute of Oncology","ror":"https://ror.org/054xx3904","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4387153040","https://openalex.org/I4387155398"]}],"countries":[],"is_corresponding":false,"raw_author_name":"Raquel Perez","raw_affiliation_strings":["Barcelona, Vall d\u2019Hebron Institute of Oncology (VHIO)","Barcelona, Vall d'Hebron Institute of Oncology (VHIO)"],"affiliations":[{"raw_affiliation_string":"Barcelona, Vall d\u2019Hebron Institute of Oncology (VHIO)","institution_ids":["https://openalex.org/I4387155398"]},{"raw_affiliation_string":"Barcelona, Vall d'Hebron Institute of Oncology (VHIO)","institution_ids":["https://openalex.org/I4387155398"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046727085","display_name":"D\u00e9bora Gil","orcid":"https://orcid.org/0000-0002-2770-4767"},"institutions":[{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES","FR"],"is_corresponding":false,"raw_author_name":"Debora Gil","raw_affiliation_strings":["Computer Vision Center and Computer Science Department, Universitat Aut\u00f2noma de Barcelona (UAB)"],"affiliations":[{"raw_affiliation_string":"Computer Vision Center and Computer Science Department, Universitat Aut\u00f2noma de Barcelona (UAB)","institution_ids":["https://openalex.org/I123044942","https://openalex.org/I4210156583"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5056339832"],"corresponding_institution_ids":["https://openalex.org/I4387155398"],"apc_list":null,"apc_paid":null,"fwci":1.524,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.83114099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2019","issue":null,"first_page":"403","last_page":"408"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10862","display_name":"AI in cancer detection","score":0.9915000200271606,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reproducibility","display_name":"Reproducibility","score":0.7286723256111145},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6977370381355286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6870360374450684},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.623600959777832},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5731780529022217},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5469706654548645},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.518462598323822},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5174130201339722},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.48914578557014465},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.47136154770851135},{"id":"https://openalex.org/keywords/kernel-principal-component-analysis","display_name":"Kernel principal component analysis","score":0.45089083909988403},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.33276569843292236},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.23508405685424805},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23060977458953857},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18424218893051147}],"concepts":[{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.7286723256111145},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6977370381355286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6870360374450684},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.623600959777832},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5731780529022217},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5469706654548645},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.518462598323822},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5174130201339722},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.48914578557014465},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.47136154770851135},{"id":"https://openalex.org/C182335926","wikidata":"https://www.wikidata.org/wiki/Q17093020","display_name":"Kernel principal component analysis","level":4,"score":0.45089083909988403},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.33276569843292236},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.23508405685424805},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23060977458953857},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18424218893051147},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2019.8857879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:31945924","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31945924","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:ddd.uab.cat:257861","is_oa":true,"landing_page_url":"https://ddd.uab.cat/record/257861","pdf_url":null,"source":{"id":"https://openalex.org/S4306400380","display_name":"Dip\u00f2sit Digital de Documents de la UAB (Universitat Aut\u00f2noma de Barcelona)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I123044942","host_organization_name":"Universitat Aut\u00f2noma de Barcelona","host_organization_lineage":["https://openalex.org/I123044942"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Cap\u00edtol de llibre"}],"best_oa_location":{"id":"pmh:oai:ddd.uab.cat:257861","is_oa":true,"landing_page_url":"https://ddd.uab.cat/record/257861","pdf_url":null,"source":{"id":"https://openalex.org/S4306400380","display_name":"Dip\u00f2sit Digital de Documents de la UAB (Universitat Aut\u00f2noma de Barcelona)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I123044942","host_organization_name":"Universitat Aut\u00f2noma de Barcelona","host_organization_lineage":["https://openalex.org/I123044942"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Cap\u00edtol de llibre"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1986649315","https://openalex.org/W2021012145","https://openalex.org/W2044465660","https://openalex.org/W2085044339","https://openalex.org/W2089181989","https://openalex.org/W2103004421","https://openalex.org/W2122034878","https://openalex.org/W2135046866","https://openalex.org/W2154023624","https://openalex.org/W2159607632","https://openalex.org/W2165115763","https://openalex.org/W2562498401","https://openalex.org/W2567080747","https://openalex.org/W2725171488","https://openalex.org/W2755863175","https://openalex.org/W2763355946","https://openalex.org/W2767128594","https://openalex.org/W2803569214","https://openalex.org/W2885326465","https://openalex.org/W2887926055","https://openalex.org/W2963869863","https://openalex.org/W6680156768","https://openalex.org/W6683709034","https://openalex.org/W6684385882"],"related_works":["https://openalex.org/W2579148721","https://openalex.org/W2052589448","https://openalex.org/W2379488555","https://openalex.org/W2753886092","https://openalex.org/W2765337000","https://openalex.org/W4387893611","https://openalex.org/W2347335694","https://openalex.org/W2152632846","https://openalex.org/W1992961908","https://openalex.org/W3104072235"],"abstract_inverted_index":{"Dimensionality":[0],"reduction":[1],"is":[2,50],"key":[3],"to":[4,59,123,133,181],"alleviate":[5],"machine":[6],"learning":[7],"artifacts":[8],"in":[9,45,74,157],"clinical":[10],"applications":[11],"with":[12,62,151],"Small":[13],"Sample":[14],"Size":[15],"(SSS)":[16],"unbalanced":[17],"datasets.":[18],"Existing":[19],"methods":[20,184],"rely":[21],"on":[22,112,121,129,164],"either":[23],"the":[24,31,35,39,47,52,71,75,101,103,130,134,141,158],"probabilistic":[25],"distribution":[26],"of":[27,34,41,54,56,100,105],"training":[28],"data":[29],"or":[30],"discriminant":[32],"power":[33],"reduced":[36],"space,":[37],"disregarding":[38],"impact":[40],"repeatability":[42],"and":[43,83,90,140,198],"uncertainty":[44],"features.In":[46],"present":[48],"study":[49],"proposed":[51],"use":[53],"reproducibility":[55,69,104,165],"radiomics":[57,106],"features":[58,61,89,107,146,150,162],"select":[60],"high":[63],"inter-class":[64],"correlation":[65],"coefficient":[66],"(ICC).":[67],"The":[68,126,145],"includes":[70],"variability":[72,131],"introduced":[73],"image":[76,137],"acquisition,":[77],"like":[78],"medical":[79],"scans":[80],"acquisition":[81,138],"parameters":[82],"convolution":[84,135],"kernels,":[85],"that":[86,96],"affects":[87],"intensity-based":[88],"tumor":[91],"annotations":[92],"made":[93],"by":[94],"physicians,":[95],"influences":[97],"morphological":[98],"descriptors":[99],"lesion.For":[102],"three":[108,159],"studies":[109,127],"were":[110,148,166],"conducted":[111],"cases":[113],"collected":[114],"at":[115],"Vall":[116],"Hebron":[117],"Oncology":[118],"Institute":[119],"(VHIO)":[120],"responders":[122],"oncology":[124],"treatment.":[125],"focused":[128],"due":[132],"kernel,":[136],"parameters,":[139],"inter-observer":[142],"lesion":[143,169],"identification.":[144],"selected":[147,161],"those":[149],"a":[152,173],"ICC":[153],"higher":[154],"than":[155],"0.7":[156],"studies.The":[160],"based":[163],"evaluated":[167],"for":[168],"malignancy":[170],"classification":[171],"using":[172],"different":[174],"database.":[175],"Results":[176],"show":[177],"better":[178],"performance":[179],"compared":[180],"several":[182],"state-of-the-art":[183],"including":[185],"Principal":[186],"Component":[187],"Analysis":[188,192],"(PCA),":[189],"Kernel":[190],"Discriminant":[191],"via":[193],"QR":[194],"decomposition":[195],"(KDAQR),":[196],"LASSO,":[197],"an":[199],"own":[200],"built":[201],"Convolutional":[202],"Neural":[203],"Network.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
