{"id":"https://openalex.org/W4409641199","doi":"https://doi.org/10.1109/access.2025.3562762","title":"Segmentation Techniques Applied to CNNs for Cervical Cancer Classification","display_name":"Segmentation Techniques Applied to CNNs for Cervical Cancer Classification","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409641199","doi":"https://doi.org/10.1109/access.2025.3562762"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3562762","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3562762","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3562762","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066269687","display_name":"Ana Ort\u00edz-Gonz\u00e1lez","orcid":"https://orcid.org/0000-0003-2005-9635"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ana Ortiz-Gonz\u00e1lez","raw_affiliation_strings":["Pathology Department, University Hospital Complex of Cartagena, Cartagena, Spain","Pathology Department, University Hospital Complex of Cartagena, Spain"],"raw_orcid":"https://orcid.org/0000-0003-2005-9635","affiliations":[{"raw_affiliation_string":"Pathology Department, University Hospital Complex of Cartagena, Cartagena, Spain","institution_ids":[]},{"raw_affiliation_string":"Pathology Department, University Hospital Complex of Cartagena, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080577159","display_name":"Raquel Mart\u00ednez\u2010Espa\u00f1a","orcid":"https://orcid.org/0000-0002-6750-2203"},"institutions":[{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Raquel Mart\u00ednez-Espa\u00f1a","raw_affiliation_strings":["Information and Communications Engineering Department, University of Murcia, Murcia, Spain","Information and Communications Engineering Department, University of Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6750-2203","affiliations":[{"raw_affiliation_string":"Information and Communications Engineering Department, University of Murcia, Murcia, Spain","institution_ids":["https://openalex.org/I80180929"]},{"raw_affiliation_string":"Information and Communications Engineering Department, University of Murcia, Spain","institution_ids":["https://openalex.org/I80180929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078388196","display_name":"Juan Morales-Garc\u00eda","orcid":"https://orcid.org/0000-0003-0008-4825"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Morales-Garc\u00eda","raw_affiliation_strings":["Department of Software and Computing Systems, University of Alicante, Alicante, Spain","Department of Software and Computing Systems, University of Alicante, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0008-4825","affiliations":[{"raw_affiliation_string":"Department of Software and Computing Systems, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]},{"raw_affiliation_string":"Department of Software and Computing Systems, University of Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028232016","display_name":"Baldomero Imbern\u00f3n","orcid":"https://orcid.org/0000-0002-2758-8364"},"institutions":[{"id":"https://openalex.org/I68763199","display_name":"Universidad Cat\u00f3lica de Murcia","ror":"https://ror.org/05b1rsv17","country_code":"ES","type":"education","lineage":["https://openalex.org/I68763199"]},{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Baldomero Imbern\u00f3n","raw_affiliation_strings":["Escuela Politécnica Superior (Computer Science), Universidad Católica de Murcia, Murcia, Spain","Escuela Politécnica Superior (Computer Science), Universidad Católica de Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-2758-8364","affiliations":[{"raw_affiliation_string":"Escuela Politécnica Superior (Computer Science), Universidad Católica de Murcia, Murcia, Spain","institution_ids":["https://openalex.org/I80180929","https://openalex.org/I68763199"]},{"raw_affiliation_string":"Escuela Politécnica Superior (Computer Science), Universidad Católica de Murcia, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020512617","display_name":"Jos\u00e9 Mart\u00ednez-M\u00e1s","orcid":"https://orcid.org/0000-0002-8506-9933"},"institutions":[{"id":"https://openalex.org/I68763199","display_name":"Universidad Cat\u00f3lica de Murcia","ror":"https://ror.org/05b1rsv17","country_code":"ES","type":"education","lineage":["https://openalex.org/I68763199"]},{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Mart\u00ednez-M\u00e1s","raw_affiliation_strings":["Faculty of Medicine, Catholic University of Murcia, Murcia, Spain","Faculty of Medicine, Catholic University of Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8506-9933","affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Catholic University of Murcia, Murcia, Spain","institution_ids":["https://openalex.org/I68763199","https://openalex.org/I80180929"]},{"raw_affiliation_string":"Faculty of Medicine, Catholic University of Murcia, Spain","institution_ids":["https://openalex.org/I68763199","https://openalex.org/I80180929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007248971","display_name":"Mauricio A. \u00c1lvarez","orcid":"https://orcid.org/0000-0002-8980-4472"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mauricio A. \u00c1lvarez","raw_affiliation_strings":["Computer Science Department, The University of Manchester, Manchester, U.K","Computer Science Department, University of Manchester, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-8980-4472","affiliations":[{"raw_affiliation_string":"Computer Science Department, The University of Manchester, Manchester, U.K","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"Computer Science Department, University of Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Oscar David Romero","orcid":"https://orcid.org/0009-0003-1421-8609"},"institutions":[{"id":"https://openalex.org/I68763199","display_name":"Universidad Cat\u00f3lica de Murcia","ror":"https://ror.org/05b1rsv17","country_code":"ES","type":"education","lineage":["https://openalex.org/I68763199"]},{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Oscar David Romero","raw_affiliation_strings":["Escuela Politécnica Superior (Computer Science), Universidad Católica de Murcia, Murcia, Spain","Escuela Politécnica Superior (Computer Science), Universidad Católica de Murcia, Spain"],"raw_orcid":"https://orcid.org/0009-0003-1421-8609","affiliations":[{"raw_affiliation_string":"Escuela Politécnica Superior (Computer Science), Universidad Católica de Murcia, Murcia, Spain","institution_ids":["https://openalex.org/I80180929","https://openalex.org/I68763199"]},{"raw_affiliation_string":"Escuela Politécnica Superior (Computer Science), Universidad Católica de Murcia, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054264561","display_name":"Juan Pedro Mart\u00ednez\u2010Cend\u00e1n","orcid":null},"institutions":[{"id":"https://openalex.org/I68763199","display_name":"Universidad Cat\u00f3lica de Murcia","ror":"https://ror.org/05b1rsv17","country_code":"ES","type":"education","lineage":["https://openalex.org/I68763199"]},{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Pedro Mart\u00ednez-Cend\u00e1n","raw_affiliation_strings":["Faculty of Medicine, Catholic University of Murcia, Murcia, Spain","Faculty of Medicine, Catholic University of Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0818-7212","affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Catholic University of Murcia, Murcia, Spain","institution_ids":["https://openalex.org/I68763199","https://openalex.org/I80180929"]},{"raw_affiliation_string":"Faculty of Medicine, Catholic University of Murcia, Spain","institution_ids":["https://openalex.org/I68763199","https://openalex.org/I80180929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091232609","display_name":"Andr\u00e9s Bueno-Crespo","orcid":"https://orcid.org/0000-0003-1734-6852"},"institutions":[{"id":"https://openalex.org/I68763199","display_name":"Universidad Cat\u00f3lica de Murcia","ror":"https://ror.org/05b1rsv17","country_code":"ES","type":"education","lineage":["https://openalex.org/I68763199"]},{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Andr\u00e9s Bueno-Crespo","raw_affiliation_strings":["Escuela Politécnica Superior (Computer Science), Universidad Católica de Murcia, Murcia, Spain","Escuela Politécnica Superior (Computer Science), Universidad Católica de Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0003-1734-6852","affiliations":[{"raw_affiliation_string":"Escuela Politécnica Superior (Computer Science), Universidad Católica de Murcia, Murcia, Spain","institution_ids":["https://openalex.org/I80180929","https://openalex.org/I68763199"]},{"raw_affiliation_string":"Escuela Politécnica Superior (Computer Science), Universidad Católica de Murcia, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":7.0351,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.96378965,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"74678","last_page":"74688"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9185000061988831,"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":0.9185000061988831,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6136574149131775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5678790211677551},{"id":"https://openalex.org/keywords/cervical-cancer","display_name":"Cervical cancer","score":0.5385317802429199},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5136975049972534},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4783353805541992},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.22677746415138245},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11320295929908752}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6136574149131775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5678790211677551},{"id":"https://openalex.org/C2778220009","wikidata":"https://www.wikidata.org/wiki/Q160105","display_name":"Cervical cancer","level":3,"score":0.5385317802429199},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5136975049972534},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4783353805541992},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.22677746415138245},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11320295929908752},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2025.3562762","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3562762","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4ccf733f99ca44bf8fbc2a3e7379913f","is_oa":true,"landing_page_url":"https://doaj.org/article/4ccf733f99ca44bf8fbc2a3e7379913f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 74678-74688 (2025)","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/281f0a8d-914f-444d-a293-96839b6caad8","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/281f0a8d-914f-444d-a293-96839b6caad8","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ortiz-Gonz\u00e1lez, A, Mart\u00ednez-Espa\u00f1a, R, Morales-Garc\u00eda, J, Imbern\u00f3n, B, Mart\u00ednez-M\u00e1s, J, \u00c1lvarez, M A, David Romero, O, Pedro Mart\u00ednez-Cend\u00e1n, J & Bueno-Crespo, A 2025, 'Segmentation Techniques Applied to CNNs for Cervical Cancer Classification', IEEE Access, vol. 13, pp. 74674-74684. https://doi.org/10.1109/ACCESS.2025.3562762","raw_type":"article"},{"id":"pmh:oai:repositorio.ucam.edu:10952/10087","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ACCESS.2025.3562762","pdf_url":null,"source":{"id":"https://openalex.org/S7407055189","display_name":"RIUCAM","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3562762","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3562762","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2638507138","https://openalex.org/W2793766499","https://openalex.org/W2994898777","https://openalex.org/W3043028810","https://openalex.org/W3081752372","https://openalex.org/W3090300247","https://openalex.org/W3091780972","https://openalex.org/W3128646645","https://openalex.org/W3158708384","https://openalex.org/W3160725687","https://openalex.org/W3162386519","https://openalex.org/W4206221654","https://openalex.org/W4283519547","https://openalex.org/W4303649515","https://openalex.org/W4312743198","https://openalex.org/W4321232185","https://openalex.org/W4323768022","https://openalex.org/W4353081527","https://openalex.org/W4377832596","https://openalex.org/W4386913388","https://openalex.org/W4388430322","https://openalex.org/W4390740227","https://openalex.org/W4396973073","https://openalex.org/W4400386526","https://openalex.org/W4401725766","https://openalex.org/W4402635672","https://openalex.org/W4402643858","https://openalex.org/W4404700450"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Cervical":[0],"cancer":[1,16],"continues":[2],"to":[3,53,64,67,71,77,81,84,116,121],"be":[4,148],"a":[5,35,109,131,172],"significant":[6],"global":[7],"health":[8],"issue,":[9],"ranking":[10],"as":[11],"the":[12,25,47,68,74,85,97,114,122,127,137,142,158],"fourth":[13],"most":[14],"prevalent":[15],"affecting":[17],"women.":[18],"Enhancing":[19],"population":[20],"screening":[21],"programs":[22],"by":[23,31,126],"refining":[24],"examination":[26],"of":[27,41,49,99,141,160,165,185,190],"cervical":[28],"samples":[29],"conducted":[30],"skilled":[32],"pathologists":[33],"offers":[34],"compelling":[36],"alternative":[37],"for":[38,96],"early":[39],"detection":[40],"this":[42,57,88],"disease.":[43],"Deep":[44],"Learning":[45],"facilitates":[46],"development":[48],"automatic":[50,93,104],"classification":[51,98,110,189],"models":[52,115,146],"aid":[54],"experts":[55],"in":[56,108,130,187],"task.":[58],"However,":[59],"it":[60],"is":[61,106],"increasingly":[62],"important":[63],"bring":[65,82],"explainability":[66],"model":[69,111,176],"both":[70],"understand":[72],"how":[73],"network":[75,139],"learns":[76],"identify":[78],"pathology":[79],"and":[80,163,174,192],"confidence":[83],"diagnosis.":[86],"In":[87],"paper,":[89],"we":[90],"design":[91],"an":[92,181],"segmentation":[94,105,129],"masks":[95],"cervicovaginal":[100],"cell":[101,167],"images.":[102],"This":[103],"combined":[107,128],"that":[112,154],"allows":[113],"improve":[117],"their":[118],"performance":[119],"thanks":[120],"morphological":[123],"information":[124],"provided":[125],"Global":[132],"Average":[133],"Pooling":[134],"layer":[135],"with":[136,150,177],"convolutional":[138],"analysis":[140],"original":[143],"image.":[144],"The":[145,169],"will":[147],"trained":[149],"real":[151],"data":[152],"so":[153],"learning":[155],"can":[156],"recognize":[157],"diversity":[159],"colors,":[161],"shapes":[162],"sizes":[164],"human":[166],"nuclei.":[168],"results":[170],"show":[171],"robust":[173],"explainable":[175],"satisfactory":[178],"results,":[179],"obtaining":[180],"F1":[182],"Score":[183],"value":[184],"0.935":[186],"binary":[188],"revisable":[191],"non-revisable":[193],"cell.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}