{"id":"https://openalex.org/W4319866413","doi":"https://doi.org/10.1109/tpami.2023.3240886","title":"SS-TBN: A Semi-Supervised Tri-Branch Network for COVID-19 Screening and Lesion Segmentation","display_name":"SS-TBN: A Semi-Supervised Tri-Branch Network for COVID-19 Screening and Lesion Segmentation","publication_year":2023,"publication_date":"2023-01-31","ids":{"openalex":"https://openalex.org/W4319866413","doi":"https://doi.org/10.1109/tpami.2023.3240886","pmid":"https://pubmed.ncbi.nlm.nih.gov/37022260"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2023.3240886","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2023.3240886","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Pattern Analysis and Machine Intelligence","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/A5014129699","display_name":"Ling\u2010Li Zeng","orcid":"https://orcid.org/0000-0002-0515-256X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ling-Li Zeng","raw_affiliation_strings":["College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101750100","display_name":"Kai Gao","orcid":"https://orcid.org/0000-0003-4144-0291"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Gao","raw_affiliation_strings":["College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071074935","display_name":"Dewen Hu","orcid":"https://orcid.org/0000-0001-7357-0053"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dewen Hu","raw_affiliation_strings":["College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002287039","display_name":"Zhichao Feng","orcid":"https://orcid.org/0000-0001-6651-5195"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I4210156904","display_name":"Third Xiangya Hospital","ror":"https://ror.org/05akvb491","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156904"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhichao Feng","raw_affiliation_strings":["Department of Radiology, Third Xiangya Hospital, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Third Xiangya Hospital, Central South University, Changsha, China","institution_ids":["https://openalex.org/I4210156904","https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091529433","display_name":"Chenping Hou","orcid":"https://orcid.org/0000-0002-9335-0469"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenping Hou","raw_affiliation_strings":["College of Science, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Science, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077030099","display_name":"Pengfei Rong","orcid":"https://orcid.org/0000-0001-5473-1982"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I4210156904","display_name":"Third Xiangya Hospital","ror":"https://ror.org/05akvb491","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156904"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Rong","raw_affiliation_strings":["Department of Radiology, Third Xiangya Hospital, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Third Xiangya Hospital, Central South University, Changsha, China","institution_ids":["https://openalex.org/I4210156904","https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100391700","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0001-6853-7785"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I4210156904","display_name":"Third Xiangya Hospital","ror":"https://ror.org/05akvb491","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156904"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Department of Radiology, Third Xiangya Hospital, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Third Xiangya Hospital, Central South University, Changsha, China","institution_ids":["https://openalex.org/I4210156904","https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5014129699"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":10.3286,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.98764544,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"45","issue":"8","first_page":"10427","last_page":"10442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","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/T11775","display_name":"COVID-19 diagnosis using AI","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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9886999726295471,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/interpretability","display_name":"Interpretability","score":0.7832410335540771},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7564235925674438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7342207431793213},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7023554444313049},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5854055285453796},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.46418729424476624},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42028215527534485},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15650808811187744}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7832410335540771},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7564235925674438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7342207431793213},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7023554444313049},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5854055285453796},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.46418729424476624},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42028215527534485},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15650808811187744},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086742","descriptor_name":"COVID-19 Testing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086742","descriptor_name":"COVID-19 Testing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086742","descriptor_name":"COVID-19 Testing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086742","descriptor_name":"COVID-19 Testing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2023.3240886","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2023.3240886","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:37022260","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37022260","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 transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8199999928474426}],"awards":[{"id":"https://openalex.org/G319347811","display_name":null,"funder_award_id":"161057","funder_id":"https://openalex.org/F4320326297","funder_display_name":"Fok Ying Tung Education Foundation"},{"id":"https://openalex.org/G3540868562","display_name":null,"funder_award_id":"61722313","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5670962352","display_name":null,"funder_award_id":"62036013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326297","display_name":"Fok Ying Tung Education Foundation","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W2016672701","https://openalex.org/W2108501770","https://openalex.org/W2163922914","https://openalex.org/W2172128189","https://openalex.org/W2194775991","https://openalex.org/W2395611524","https://openalex.org/W2431080869","https://openalex.org/W2562637781","https://openalex.org/W2594318146","https://openalex.org/W2630837129","https://openalex.org/W2793189157","https://openalex.org/W2795155917","https://openalex.org/W2798122215","https://openalex.org/W2808139377","https://openalex.org/W2811386582","https://openalex.org/W2951970475","https://openalex.org/W2953070460","https://openalex.org/W2962914239","https://openalex.org/W2963373786","https://openalex.org/W2963420686","https://openalex.org/W2963446712","https://openalex.org/W2964159205","https://openalex.org/W2978426779","https://openalex.org/W2979509742","https://openalex.org/W2996501936","https://openalex.org/W3001197829","https://openalex.org/W3007497549","https://openalex.org/W3008985036","https://openalex.org/W3009557552","https://openalex.org/W3011041531","https://openalex.org/W3011149445","https://openalex.org/W3012602559","https://openalex.org/W3014725478","https://openalex.org/W3016950572","https://openalex.org/W3017345419","https://openalex.org/W3020653337","https://openalex.org/W3024575832","https://openalex.org/W3027763298","https://openalex.org/W3028070348","https://openalex.org/W3039182478","https://openalex.org/W3044256341","https://openalex.org/W3091336992","https://openalex.org/W3092266641","https://openalex.org/W3094502228","https://openalex.org/W3104739447","https://openalex.org/W3104810384","https://openalex.org/W3112175976","https://openalex.org/W3119527628","https://openalex.org/W3136933888","https://openalex.org/W3138516171","https://openalex.org/W3166654090","https://openalex.org/W3173770676","https://openalex.org/W3214479671","https://openalex.org/W4221148424","https://openalex.org/W4283733546","https://openalex.org/W4287322212","https://openalex.org/W4287388854","https://openalex.org/W6637373629","https://openalex.org/W6675944832","https://openalex.org/W6687483927","https://openalex.org/W6717772578","https://openalex.org/W6718379498","https://openalex.org/W6733814495","https://openalex.org/W6739696289","https://openalex.org/W6750109254","https://openalex.org/W6750469568","https://openalex.org/W6762913911","https://openalex.org/W6764051988","https://openalex.org/W6771787070","https://openalex.org/W6773005947","https://openalex.org/W6774806712","https://openalex.org/W6774807847","https://openalex.org/W6775116754","https://openalex.org/W6784333009","https://openalex.org/W6788329692","https://openalex.org/W6791493996","https://openalex.org/W6839208110"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4312407344","https://openalex.org/W2894289927"],"abstract_inverted_index":{"Insufficient":[0],"annotated":[1,161],"data":[2,162,188],"and":[3,47,59,70,109,130,168],"minor":[4],"lung":[5],"lesions":[6,165],"pose":[7],"big":[8],"challenges":[9],"for":[10,40,77,174],"computed":[11],"tomography":[12],"(CT)-aided":[13],"automatic":[14],"COVID-19":[15,52,78,157],"diagnosis":[16,72],"at":[17,190],"an":[18],"early":[19,183,192],"outbreak":[20,197],"stage.":[21],"To":[22],"address":[23],"this":[24],"issue,":[25],"we":[26,34,81,127],"propose":[27,82],"a":[28,36,83,97,110,195],"Semi-Supervised":[29],"Tri-Branch":[30],"Network":[31],"(SS-TBN).":[32],"First,":[33],"develop":[35],"joint":[37,107],"TBN":[38],"model":[39,108],"dual-task":[41],"application":[42],"scenarios":[43],"of":[44,93,179,194],"image":[45],"segmentation":[46,58,170],"classification":[48,62,158],"such":[49],"as":[50],"CT-based":[51],"diagnosis,":[53,175],"in":[54,156,182,185],"which":[55],"pixel-level":[56],"lesion":[57,68],"slice-level":[60,75],"infection":[61],"branches":[63],"are":[64,166],"simultaneously":[65],"trained":[66],"via":[67],"attention,":[69],"individual-level":[71],"branch":[73],"aggregates":[74],"outputs":[76],"screening.":[79],"Second,":[80],"novel":[84],"hybrid":[85],"semi-supervised":[86],"learning":[87],"method":[88,102,115,152],"to":[89,105,118],"make":[90],"full":[91],"use":[92],"unlabeled":[94],"data,":[95],"combining":[96],"new":[98,111],"double-threshold":[99],"pseudo":[100],"labeling":[101],"specifically":[103,116],"designed":[104],"the":[106,150,177,180,191],"inter-slice":[112],"consistency":[113],"regularization":[114],"tailored":[117],"CT":[119],"images.":[120],"Besides":[121],"two":[122],"publicly":[123],"available":[124],"external":[125,133],"datasets,":[126],"collect":[128],"internal":[129],"our":[131],"own":[132],"datasets":[134],"including":[135],"210,395":[136],"images":[137],"(1,420":[138],"cases":[139],"versus":[140],"498":[141],"controls)":[142],"from":[143],"ten":[144],"hospitals.":[145],"Experimental":[146],"results":[147,171],"show":[148],"that":[149,169],"proposed":[151],"achieves":[153],"state-of-the-art":[154],"performance":[155],"with":[159],"limited":[160],"even":[163],"if":[164],"subtle,":[167],"promote":[172],"interpretability":[173],"suggesting":[176],"potential":[178],"SS-TBN":[181],"screening":[184],"insufficient":[186],"labeled":[187],"situations":[189],"stage":[193],"pandemic":[196],"like":[198],"COVID-19.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}