{"id":"https://openalex.org/W2033691141","doi":"https://doi.org/10.1109/jbhi.2013.2250984","title":"Semi-Automatic Segmentation and Classification of Pap Smear Cells","display_name":"Semi-Automatic Segmentation and Classification of Pap Smear Cells","publication_year":2013,"publication_date":"2013-03-20","ids":{"openalex":"https://openalex.org/W2033691141","doi":"https://doi.org/10.1109/jbhi.2013.2250984","mag":"2033691141"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2013.2250984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2013.2250984","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"],"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/A5080667091","display_name":"Yung-Fu Chen","orcid":"https://orcid.org/0000-0001-8966-1021"},"institutions":[{"id":"https://openalex.org/I882009436","display_name":"Central Taiwan University of Science and Technology","ror":"https://ror.org/03d4d3711","country_code":"TW","type":"education","lineage":["https://openalex.org/I882009436"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yung-Fu Chen","raw_affiliation_strings":["Department of Management Information Systems, Central Taiwan University of Science and Technology, Taichung, Taiwan","Dept. of Manage. Inf. Syst., Central Taiwan Univ. of Sci. & Technol., Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, Central Taiwan University of Science and Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I882009436"]},{"raw_affiliation_string":"Dept. of Manage. Inf. Syst., Central Taiwan Univ. of Sci. & Technol., Taichung, Taiwan","institution_ids":["https://openalex.org/I882009436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075834147","display_name":"Po-Chi Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128529","display_name":"Taipei Hospital","ror":"https://ror.org/03c1fxf30","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210128529"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Po-Chi Huang","raw_affiliation_strings":["Department of Pathology, Executive Yuan, Taipei, Taiwan","Dept. of Pathology, Taipei Hosp., Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, Executive Yuan, Taipei, Taiwan","institution_ids":[]},{"raw_affiliation_string":"Dept. of Pathology, Taipei Hosp., Taipei, Taiwan","institution_ids":["https://openalex.org/I4210128529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061788425","display_name":"Ker-Cheng Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I204246437","display_name":"Nan Kai University of Technology","ror":"https://ror.org/05v3pg621","country_code":"TW","type":"education","lineage":["https://openalex.org/I204246437"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ker-Cheng Lin","raw_affiliation_strings":["Nantou Hospital, Director Center, Nantou, Taiwan","Dept. of Health, Nantou Hosp., Nantou, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nantou Hospital, Director Center, Nantou, Taiwan","institution_ids":["https://openalex.org/I204246437"]},{"raw_affiliation_string":"Dept. of Health, Nantou Hosp., Nantou, Taiwan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055299559","display_name":"Hsuan\u2010Hung Lin","orcid":"https://orcid.org/0000-0001-8357-9713"},"institutions":[{"id":"https://openalex.org/I882009436","display_name":"Central Taiwan University of Science and Technology","ror":"https://ror.org/03d4d3711","country_code":"TW","type":"education","lineage":["https://openalex.org/I882009436"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsuan-Hung Lin","raw_affiliation_strings":["Department of Management Information Systems, Central Taiwan University of Science and Technology, Taichung, Taiwan","Dept. of Manage. Inf. Syst., Central Taiwan Univ. of Sci. & Technol., Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, Central Taiwan University of Science and Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I882009436"]},{"raw_affiliation_string":"Dept. of Manage. Inf. Syst., Central Taiwan Univ. of Sci. & Technol., Taichung, Taiwan","institution_ids":["https://openalex.org/I882009436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071691005","display_name":"Li-En Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-En Wang","raw_affiliation_strings":["Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan","Department of Computer Science and Engineering, National Sun Yat-sen University,  Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, National Sun Yat-sen University,  Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055429018","display_name":"Chung-Chuan Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I162838928","display_name":"National Chung Hsing University","ror":"https://ror.org/05vn3ca78","country_code":"TW","type":"education","lineage":["https://openalex.org/I162838928"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chung-Chuan Cheng","raw_affiliation_strings":["Department of Electrical Engineering, National Chung Hsing University, Taichung, Taiwan","Dept. of Electr. Eng., National Chung Hsing Univ., Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Chung Hsing University, Taichung, Taiwan","institution_ids":["https://openalex.org/I162838928"]},{"raw_affiliation_string":"Dept. of Electr. Eng., National Chung Hsing Univ., Taichung, Taiwan","institution_ids":["https://openalex.org/I162838928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087861660","display_name":"Tsung\u2010Po Chen","orcid":"https://orcid.org/0000-0002-8016-2573"},"institutions":[{"id":"https://openalex.org/I91279580","display_name":"Chung Shan Medical University","ror":"https://ror.org/059ryjv25","country_code":"TW","type":"education","lineage":["https://openalex.org/I91279580"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tsung-Po Chen","raw_affiliation_strings":["Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan","Inst. of Med., Chung Shan Med. Univ., Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan","institution_ids":["https://openalex.org/I91279580"]},{"raw_affiliation_string":"Inst. of Med., Chung Shan Med. Univ., Taichung, Taiwan","institution_ids":["https://openalex.org/I91279580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083290494","display_name":"Yung\u2010Kuan Chan","orcid":"https://orcid.org/0000-0002-1556-0567"},"institutions":[{"id":"https://openalex.org/I162838928","display_name":"National Chung Hsing University","ror":"https://ror.org/05vn3ca78","country_code":"TW","type":"education","lineage":["https://openalex.org/I162838928"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yung-Kuan Chan","raw_affiliation_strings":["Department of Management Information System, National Chung Hsing University, Taichung, Taiwan","Dept. of Manage. Inf. Syst., Nat. Chung-Hsing Univ., Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management Information System, National Chung Hsing University, Taichung, Taiwan","institution_ids":["https://openalex.org/I162838928"]},{"raw_affiliation_string":"Dept. of Manage. Inf. Syst., Nat. Chung-Hsing Univ., Taichung, Taiwan","institution_ids":["https://openalex.org/I162838928"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102712037","display_name":"John Y. Chiang","orcid":"https://orcid.org/0000-0003-3508-1990"},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"John Y. Chiang","raw_affiliation_strings":["Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan","Department of Computer Science and Engineering, National Sun Yat-sen University,  Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, National Sun Yat-sen University,  Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5080667091"],"corresponding_institution_ids":["https://openalex.org/I882009436"],"apc_list":null,"apc_paid":null,"fwci":11.3649,"has_fulltext":false,"cited_by_count":138,"citation_normalized_percentile":{"value":0.98271564,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"18","issue":"1","first_page":"94","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9994999766349792,"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":0.9994999766349792,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9968000054359436,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7944149971008301},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6862813234329224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6605398654937744},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6199401021003723},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.549569308757782},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5329771041870117},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.510424792766571},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.49935293197631836},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4936438798904419},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4104555547237396},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.32605913281440735},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09210968017578125}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7944149971008301},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6862813234329224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6605398654937744},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6199401021003723},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.549569308757782},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5329771041870117},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.510424792766571},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.49935293197631836},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4936438798904419},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4104555547237396},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.32605913281440735},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09210968017578125},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jbhi.2013.2250984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2013.2250984","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G7829205360","display_name":null,"funder_award_id":"NSC100-2410-H-166-007-MY3","funder_id":"https://openalex.org/F4320321040","funder_display_name":"National Science Council"}],"funders":[{"id":"https://openalex.org/F4320310109","display_name":"Central Taiwan University of Science and Technology","ror":"https://ror.org/03d4d3711"},{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320324663","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W166405461","https://openalex.org/W1500192996","https://openalex.org/W1563088657","https://openalex.org/W1569073857","https://openalex.org/W1593073579","https://openalex.org/W1601740268","https://openalex.org/W1608870404","https://openalex.org/W1968009201","https://openalex.org/W1970800786","https://openalex.org/W1972030003","https://openalex.org/W1973435266","https://openalex.org/W1981938908","https://openalex.org/W1988445395","https://openalex.org/W1988720579","https://openalex.org/W1994316895","https://openalex.org/W1998764020","https://openalex.org/W2012284403","https://openalex.org/W2013600570","https://openalex.org/W2014444169","https://openalex.org/W2017713426","https://openalex.org/W2022681695","https://openalex.org/W2023723673","https://openalex.org/W2030676014","https://openalex.org/W2030873530","https://openalex.org/W2031289851","https://openalex.org/W2033994961","https://openalex.org/W2035909111","https://openalex.org/W2036350498","https://openalex.org/W2038105731","https://openalex.org/W2040372635","https://openalex.org/W2044465660","https://openalex.org/W2046806535","https://openalex.org/W2064192762","https://openalex.org/W2064320380","https://openalex.org/W2066023320","https://openalex.org/W2068224125","https://openalex.org/W2075779886","https://openalex.org/W2076468675","https://openalex.org/W2080816882","https://openalex.org/W2088788336","https://openalex.org/W2089927030","https://openalex.org/W2091781764","https://openalex.org/W2092816876","https://openalex.org/W2094023061","https://openalex.org/W2097591209","https://openalex.org/W2098360374","https://openalex.org/W2099931287","https://openalex.org/W2102872573","https://openalex.org/W2103304264","https://openalex.org/W2105967432","https://openalex.org/W2106798291","https://openalex.org/W2107554012","https://openalex.org/W2116948717","https://openalex.org/W2119479037","https://openalex.org/W2125637308","https://openalex.org/W2131587055","https://openalex.org/W2133003941","https://openalex.org/W2133218851","https://openalex.org/W2149198114","https://openalex.org/W2153534417","https://openalex.org/W2153635508","https://openalex.org/W2156909104","https://openalex.org/W2164511624","https://openalex.org/W2291985042","https://openalex.org/W2323807130","https://openalex.org/W2409108790","https://openalex.org/W2409240712","https://openalex.org/W2411261804","https://openalex.org/W2425878891","https://openalex.org/W2432752741","https://openalex.org/W2474133173","https://openalex.org/W4214489032","https://openalex.org/W4285719527","https://openalex.org/W6606779215","https://openalex.org/W6636123813","https://openalex.org/W6681960554","https://openalex.org/W6696814760","https://openalex.org/W6714338769","https://openalex.org/W6717688360","https://openalex.org/W6718140403","https://openalex.org/W6720786024"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W188202134","https://openalex.org/W4255934811","https://openalex.org/W2465382974","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Cytologic":[0],"screening":[1],"has":[2],"been":[3,123],"widely":[4],"used":[5,153],"for":[6,23,30,108,129,133,154,159,168],"detecting":[7],"the":[8,78,89,96,143,149],"cervical":[9],"cancers.":[10],"In":[11,142],"this":[12],"study,":[13],"a":[14,178],"semiautomatic":[15],"PC-based":[16],"cellular":[17],"image":[18,63],"analysis":[19],"system":[20,176],"was":[21,71],"developed":[22],"segmenting":[24],"nuclear":[25],"and":[26,29,33,50,65,76,105,115,131,156,166,170,180],"cytoplasmic":[27],"contours":[28],"computing":[31],"morphometric":[32],"textual":[34],"features":[35,127],"to":[36,43,51,74,87],"train":[37],"support":[38],"vector":[39],"machine":[40],"(SVM)":[41],"classifiers":[42],"classify":[44],"four":[45,110],"different":[46,111],"types":[47,112],"of":[48,68,80,95,103,113,148,164],"cells":[49,114,121],"discriminate":[52],"dysplastic":[53,118],"from":[54,119],"normal":[55,120],"cells.":[56],"A":[57],"software":[58],"program":[59],"incorporating":[60],"function,":[61],"including":[62],"reviewing":[64],"standardized":[66],"denomination":[67],"file":[69],"names,":[70],"also":[72],"designed":[73],"facilitate":[75],"standardize":[77],"workflow":[79],"cell":[81,150],"analyses.":[82],"Two":[83],"experiments":[84],"were":[85,152],"conducted":[86],"verify":[88],"classification":[90],"performance.":[91],"The":[92,174],"cross-validation":[93],"results":[94],"first":[97],"experiment":[98],"showed":[99],"that":[100],"average":[101],"accuracies":[102],"97.16%":[104],"98.83%,":[106],"respectively,":[107],"differentiating":[109],"in":[116,183],"discriminating":[117],"have":[122],"achieved":[124],"using":[125],"salient":[126],"(8":[128],"four-cluster":[130,169],"7":[132],"two-cluster":[134,171],"classifiers)":[135],"selected":[136],"with":[137],"SVM":[138],"recursive":[139],"feature":[140],"addition.":[141],"second":[144],"experiment,":[145],"70%":[146],"(837)":[147],"images":[151],"training":[155],"30%":[157],"(361)":[158],"testing,":[160],"achieving":[161],"an":[162],"accuracy":[163],"96.12%":[165],"98.61%":[167],"classifiers,":[172],"respectively.":[173],"proposed":[175],"provides":[177],"feasible":[179],"effective":[181],"tool":[182],"evaluating":[184],"cytologic":[185],"specimens.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2026-05-22T09:01:20.584952","created_date":"2016-06-24T00:00:00"}