{"id":"https://openalex.org/W3112872211","doi":"https://doi.org/10.1109/jbhi.2020.3043589","title":"Triple Up-Sampling Segmentation Network With Distribution Consistency Loss for Pathological Diagnosis of Cervical Precancerous Lesions","display_name":"Triple Up-Sampling Segmentation Network With Distribution Consistency Loss for Pathological Diagnosis of Cervical Precancerous Lesions","publication_year":2020,"publication_date":"2020-12-09","ids":{"openalex":"https://openalex.org/W3112872211","doi":"https://doi.org/10.1109/jbhi.2020.3043589","mag":"3112872211","pmid":"https://pubmed.ncbi.nlm.nih.gov/33296318"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2020.3043589","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.3043589","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014224289","display_name":"Meng Zhu","orcid":"https://orcid.org/0000-0002-7519-4124"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhu Meng","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7519-4124","affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053619472","display_name":"Zhicheng Zhao","orcid":"https://orcid.org/0000-0001-6506-7298"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhicheng Zhao","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China","Beijing Key Laboratory of Network System and Network Culture, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6506-7298","affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing Key Laboratory of Network System and Network Culture, Beijing, China","institution_ids":["https://openalex.org/I4210108629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101812141","display_name":"Bingyang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingyang Li","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1247-8979","affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101754632","display_name":"Fei Su","orcid":"https://orcid.org/0000-0003-4245-4687"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Su","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China","Beijing Key Laboratory of Network System and Network Culture, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4245-4687","affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing Key Laboratory of Network System and Network Culture, Beijing, China","institution_ids":["https://openalex.org/I4210108629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015302215","display_name":"Limei Guo","orcid":"https://orcid.org/0000-0003-0430-2914"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210141942","display_name":"Peking University Third Hospital","ror":"https://ror.org/04wwqze12","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limei Guo","raw_affiliation_strings":["Department of Pathology, School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, Beijing, China","School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210141942"]},{"raw_affiliation_string":"School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210141942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102934586","display_name":"Haiying Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiying Wang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5913-9897","affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7823,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.79214228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"25","issue":"7","first_page":"2673","last_page":"2685"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.8604000210762024,"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/T10862","display_name":"AI in cancer detection","score":0.8604000210762024,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.04899999871850014,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T14510","display_name":"Medical Imaging and Analysis","score":0.015699999406933784,"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/segmentation","display_name":"Segmentation","score":0.6450600624084473},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5446966290473938},{"id":"https://openalex.org/keywords/cervical-cancer","display_name":"Cervical cancer","score":0.516404926776886},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4960239827632904},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4776265025138855},{"id":"https://openalex.org/keywords/cervix","display_name":"Cervix","score":0.4304479956626892},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4180000424385071},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3472115397453308},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.3401709198951721},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07917338609695435}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6450600624084473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5446966290473938},{"id":"https://openalex.org/C2778220009","wikidata":"https://www.wikidata.org/wiki/Q160105","display_name":"Cervical cancer","level":3,"score":0.516404926776886},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4960239827632904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4776265025138855},{"id":"https://openalex.org/C2777740455","wikidata":"https://www.wikidata.org/wiki/Q666412","display_name":"Cervix","level":3,"score":0.4304479956626892},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4180000424385071},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3472115397453308},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.3401709198951721},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07917338609695435}],"mesh":[{"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":"D002584","descriptor_name":"Cervix Uteri","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002584","descriptor_name":"Cervix Uteri","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002584","descriptor_name":"Cervix Uteri","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011230","descriptor_name":"Precancerous Conditions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011230","descriptor_name":"Precancerous Conditions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011230","descriptor_name":"Precancerous Conditions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2020.3043589","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.3043589","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:33296318","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33296318","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.75}],"awards":[{"id":"https://openalex.org/G1051912100","display_name":null,"funder_award_id":"U1931202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3546946022","display_name":null,"funder_award_id":"Z131100004013036","funder_id":"https://openalex.org/F4320325902","funder_display_name":"Beijing Municipal Science and Technology Commission"},{"id":"https://openalex.org/G5966550972","display_name":null,"funder_award_id":"30700349","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6728083040","display_name":null,"funder_award_id":"Z201100007520001","funder_id":"https://openalex.org/F4320325902","funder_display_name":"Beijing Municipal Science and Technology Commission"},{"id":"https://openalex.org/G7913152897","display_name":null,"funder_award_id":"30440012","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8294840158","display_name":null,"funder_award_id":"62076033","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/F4320325902","display_name":"Beijing Municipal Science and Technology Commission","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1974717908","https://openalex.org/W2031489346","https://openalex.org/W2097117768","https://openalex.org/W2117539524","https://openalex.org/W2155813740","https://openalex.org/W2163352848","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2337735138","https://openalex.org/W2343051383","https://openalex.org/W2343237073","https://openalex.org/W2344480160","https://openalex.org/W2587337003","https://openalex.org/W2593345132","https://openalex.org/W2594262533","https://openalex.org/W2613456556","https://openalex.org/W2616720730","https://openalex.org/W2768121901","https://openalex.org/W2787091153","https://openalex.org/W2805192722","https://openalex.org/W2806140099","https://openalex.org/W2807416830","https://openalex.org/W2889646458","https://openalex.org/W2899465276","https://openalex.org/W2903554604","https://openalex.org/W2911228988","https://openalex.org/W2912567190","https://openalex.org/W2938902153","https://openalex.org/W2944619637","https://openalex.org/W2962819936","https://openalex.org/W2963343840","https://openalex.org/W2963803174","https://openalex.org/W2963881378","https://openalex.org/W2964309882","https://openalex.org/W2970971581","https://openalex.org/W2972357785","https://openalex.org/W2979542579","https://openalex.org/W2979605896","https://openalex.org/W2979873137","https://openalex.org/W2979977622","https://openalex.org/W2980046504","https://openalex.org/W2980072096","https://openalex.org/W2980154109","https://openalex.org/W2980185997","https://openalex.org/W2987301104","https://openalex.org/W3014120959","https://openalex.org/W3015588132","https://openalex.org/W3015788359","https://openalex.org/W3018093250","https://openalex.org/W3098295008","https://openalex.org/W3102737931","https://openalex.org/W6734900802"],"related_works":["https://openalex.org/W1522371372","https://openalex.org/W2394089175","https://openalex.org/W4386948194","https://openalex.org/W1979556594","https://openalex.org/W1768003048","https://openalex.org/W2397946386","https://openalex.org/W2108315039","https://openalex.org/W2364249728","https://openalex.org/W4302763016","https://openalex.org/W2008889795"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Cervical":[1],"cancer,":[2,122],"as":[3],"one":[4],"of":[5,33,51,84,157,185,211],"the":[6,47,77,81,85,88,135,143,150,155,158,168,180,186],"most":[7],"frequently":[8],"diagnosed":[9],"cancers":[10],"in":[11,209],"women,":[12],"is":[13,42,61,73,92,104,132,139],"curable":[14],"when":[15],"detected":[16],"early.":[17],"However,":[18],"automated":[19],"algorithms":[20],"for":[21,114,120,126],"cervical":[22,115,162],"pathology":[23,163,210],"precancerous":[24,116,164],"diagnosis":[25],"are":[26],"limited.":[27],"METHODS:":[28],"In":[29,166],"this":[30],"paper,":[31],"instead":[32],"popular":[34],"patch-wise":[35,39],"classification,":[36],"an":[37],"end-to-end":[38,198],"segmentation":[40,58,208],"algorithm":[41,103,160],"proposed":[43,159],"to":[44,63,75,79,94,206],"focus":[45],"on":[46,106,134,149,161,170,191],"spatial":[48,65],"structure":[49],"changes":[50],"pathological":[52,173],"tissues.":[53],"Specifically,":[54],"a":[55,68],"triple":[56],"up-sampling":[57],"network":[59],"(TriUpSegNet)":[60],"constructed":[62],"aggregate":[64],"information.":[66],"Second,":[67],"distribution":[69],"consistency":[70],"loss":[71],"(DC-loss)":[72],"designed":[74],"constrain":[76],"model":[78],"fit":[80],"inter-class":[82],"relationship":[83],"cervix.":[86],"Third,":[87],"Gauss-like":[89],"weighted":[90,189,203],"post-processing":[91,190,204],"employed":[93],"reduce":[95],"patch":[96],"stitching":[97],"deviation":[98],"and":[99,109,123,177,182,188,193,202],"noise.":[100],"RESULTS:":[101],"The":[102,129,197],"evaluated":[105],"three":[107],"challenging":[108],"public":[110,151],"datasets:":[111],"1)":[112],"MTCHI":[113,136,153],"diagnosis,":[117],"2)":[118],"DigestPath":[119,176],"colon":[121,192],"3)":[124],"PAIP":[125],"liver":[127,194],"cancer.":[128],"Dice":[130],"coefficient":[131],"0.7413":[133],"dataset,":[137],"which":[138],"significantly":[140],"higher":[141],"than":[142],"published":[144],"state-of-the-art":[145],"results.":[146],"CONCLUSION:":[147],"Experiments":[148],"dataset":[152],"indicate":[154],"superiority":[156],"diagnosis.":[165],"addition,":[167],"experiments":[169],"two":[171],"other":[172],"datasets,":[174],"i.e.,":[175],"PAIP,":[178],"demonstrate":[179],"effectiveness":[181],"generalization":[183],"ability":[184],"TriUpSegNet":[187,199],"cancers.":[195,213],"SIGNIFICANCE:":[196],"with":[200],"DC-loss":[201],"leads":[205],"improved":[207],"various":[212]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-01-28T23:14:49.684275","created_date":"2025-10-10T00:00:00"}
