{"id":"https://openalex.org/W2197304996","doi":"https://doi.org/10.1109/dicta.2015.7371213","title":"A Benchmarking Platform for Mitotic Cell Classification of ANA IIF HEp-2 Images","display_name":"A Benchmarking Platform for Mitotic Cell Classification of ANA IIF HEp-2 Images","publication_year":2015,"publication_date":"2015-11-01","ids":{"openalex":"https://openalex.org/W2197304996","doi":"https://doi.org/10.1109/dicta.2015.7371213","mag":"2197304996"},"language":"en","primary_location":{"id":"doi:10.1109/dicta.2015.7371213","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2015.7371213","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-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/A5030586840","display_name":"Anastasia Miros","orcid":null},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Anastasia Miros","raw_affiliation_strings":["University of Queensland, Brisbane, QLD, AU"],"affiliations":[{"raw_affiliation_string":"University of Queensland, Brisbane, QLD, AU","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063048878","display_name":"Arnold Wiliem","orcid":"https://orcid.org/0000-0001-8746-9394"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Arnold Wiliem","raw_affiliation_strings":["University of Queensland, Brisbane, QLD, AU"],"affiliations":[{"raw_affiliation_string":"University of Queensland, Brisbane, QLD, AU","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014386046","display_name":"K.Niall Holohan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150547","display_name":"Sullivan Nicolaides Pathology","ror":"https://ror.org/04rdvs602","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210150547"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kim Holohan","raw_affiliation_strings":["Sullivan Nicolaides Pathology, Indooroopilly, QLD, AU"],"affiliations":[{"raw_affiliation_string":"Sullivan Nicolaides Pathology, Indooroopilly, QLD, AU","institution_ids":["https://openalex.org/I4210150547"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045366473","display_name":"Lauren Ball","orcid":"https://orcid.org/0000-0002-5394-0931"},"institutions":[{"id":"https://openalex.org/I4210150547","display_name":"Sullivan Nicolaides Pathology","ror":"https://ror.org/04rdvs602","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210150547"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lauren Ball","raw_affiliation_strings":["Sullivan Nicolaides Pathology, Indooroopilly, QLD, AU"],"affiliations":[{"raw_affiliation_string":"Sullivan Nicolaides Pathology, Indooroopilly, QLD, AU","institution_ids":["https://openalex.org/I4210150547"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111680627","display_name":"Peter Hobson","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150547","display_name":"Sullivan Nicolaides Pathology","ror":"https://ror.org/04rdvs602","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210150547"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Peter Hobson","raw_affiliation_strings":["Sullivan Nicolaides Pathology, Indooroopilly, QLD, AU"],"affiliations":[{"raw_affiliation_string":"Sullivan Nicolaides Pathology, Indooroopilly, QLD, AU","institution_ids":["https://openalex.org/I4210150547"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058539660","display_name":"Brian C. Lovell","orcid":"https://orcid.org/0000-0001-6722-1754"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Brian C. Lovell","raw_affiliation_strings":["University of Queensland, Brisbane, QLD, AU"],"affiliations":[{"raw_affiliation_string":"University of Queensland, Brisbane, QLD, AU","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030586840"],"corresponding_institution_ids":["https://openalex.org/I165143802"],"apc_list":null,"apc_paid":null,"fwci":1.0739,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.78259782,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"7088","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10308","display_name":"Systemic Lupus Erythematosus Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T10308","display_name":"Systemic Lupus Erythematosus Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T10580","display_name":"Immunotherapy and Immune Responses","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11016","display_name":"Monoclonal and Polyclonal Antibodies Research","score":0.982200026512146,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/iif","display_name":"IIf","score":0.8349989652633667},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.8032091856002808},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5960547924041748},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5565688014030457},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46748512983322144},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.4182058572769165},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41332337260246277},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3545188307762146},{"id":"https://openalex.org/keywords/indirect-immunofluorescence","display_name":"Indirect immunofluorescence","score":0.22523847222328186},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1752510368824005},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.132184237241745},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.09854963421821594}],"concepts":[{"id":"https://openalex.org/C101180180","wikidata":"https://www.wikidata.org/wiki/Q967432","display_name":"IIf","level":4,"score":0.8349989652633667},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.8032091856002808},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5960547924041748},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5565688014030457},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46748512983322144},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.4182058572769165},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41332337260246277},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3545188307762146},{"id":"https://openalex.org/C2984894117","wikidata":"https://www.wikidata.org/wiki/Q592324","display_name":"Indirect immunofluorescence","level":3,"score":0.22523847222328186},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1752510368824005},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.132184237241745},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.09854963421821594},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C147483822","wikidata":"https://www.wikidata.org/wiki/Q103537","display_name":"Antigen","level":2,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dicta.2015.7371213","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2015.7371213","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:375408","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W132579780","https://openalex.org/W1452701333","https://openalex.org/W1482076925","https://openalex.org/W1580501597","https://openalex.org/W1821974441","https://openalex.org/W1976017022","https://openalex.org/W1983857230","https://openalex.org/W1994363917","https://openalex.org/W2006536906","https://openalex.org/W2030105367","https://openalex.org/W2032991508","https://openalex.org/W2034096155","https://openalex.org/W2045206174","https://openalex.org/W2051602817","https://openalex.org/W2053615164","https://openalex.org/W2056052642","https://openalex.org/W2064848963","https://openalex.org/W2082943297","https://openalex.org/W2099620731","https://openalex.org/W2108082645","https://openalex.org/W2109845269","https://openalex.org/W2161969291","https://openalex.org/W2211182286","https://openalex.org/W2425618610","https://openalex.org/W6628735902","https://openalex.org/W6634829493"],"related_works":["https://openalex.org/W2351437391","https://openalex.org/W4238897586","https://openalex.org/W2783289800","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2380769155","https://openalex.org/W2044267986","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472"],"abstract_inverted_index":{"Anti-nuclear":[0],"antibody":[1],"(ANA)":[2],"indirect":[3],"immunofluoresence":[4],"(IIF)":[5],"human":[6],"epithelial":[7],"type-2":[8],"(HEp-2)":[9],"testing":[10,43],"provides":[11],"important":[12],"clinical":[13],"information":[14],"for":[15,93],"the":[16,35,87,105,119,133],"diagnosis":[17,29],"of":[18,39,72],"systemic":[19],"autoimmune":[20],"rheumatic":[21],"diseases":[22],"(SARD).":[23],"Recent":[24],"developments":[25],"in":[26],"computer":[27],"aided":[28],"(CAD)":[30],"systems":[31],"aim":[32],"to":[33,127],"improve":[34],"reliability":[36],"and":[37,89,122],"reproducibility":[38],"ANA":[40,46,53],"IIF":[41,54],"laboratory":[42],"by":[44],"providing":[45],"classification.":[47,95],"The":[48],"limited":[49],"prior":[50],"work":[51],"into":[52],"HEp-2":[55],"mitotic":[56,94,106],"classification":[57,107],"derives":[58],"its":[59],"protocol":[60],"from":[61],"clinically":[62],"abstract":[63],"performance":[64,125],"metrics":[65,102,126],"dependent":[66],"on":[67,118],"a":[68,115],"single":[69],"data":[70],"set":[71],"FITC":[73,90],"channel":[74,91,121],"images.":[75],"In":[76],"this":[77],"paper,":[78],"we":[79,97,113],"propose":[80],"an":[81],"extensive":[82],"benchmarking":[83],"platform":[84],"considering":[85],"both":[86],"DAPI":[88,120],"images":[92],"Furthermore,":[96],"argue":[98],"that":[99,129],"pedestrian":[100],"detection":[101],"better":[103],"define":[104],"problem.":[108],"To":[109],"support":[110],"these":[111],"propositions,":[112],"design":[114],"simple":[116],"classifier":[117],"use":[123],"meaningful":[124],"demonstrate":[128],"it":[130],"significantly":[131],"outperforms":[132],"most":[134],"recent":[135],"state-of-the-art":[136],"approach.":[137]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}