{"id":"https://openalex.org/W3156941214","doi":"https://doi.org/10.1145/3447238","title":"Cytology Image Analysis Techniques Toward Automation","display_name":"Cytology Image Analysis Techniques Toward Automation","publication_year":2021,"publication_date":"2021-04-17","ids":{"openalex":"https://openalex.org/W3156941214","doi":"https://doi.org/10.1145/3447238","mag":"3156941214"},"language":"en","primary_location":{"id":"doi:10.1145/3447238","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3447238","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","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/A5058475795","display_name":"Shyamali Mitra","orcid":"https://orcid.org/0000-0001-6502-9056"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shyamali Mitra","raw_affiliation_strings":["Jadavpur University, Kolkata, WB, India"],"affiliations":[{"raw_affiliation_string":"Jadavpur University, Kolkata, WB, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070947372","display_name":"Nibaran Das","orcid":"https://orcid.org/0000-0002-2426-9915"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nibaran Das","raw_affiliation_strings":["Jadavpur University, Kolkata, WB, India"],"affiliations":[{"raw_affiliation_string":"Jadavpur University, Kolkata, WB, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078950475","display_name":"Soumyajyoti Dey","orcid":"https://orcid.org/0000-0002-2782-3133"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Soumyajyoti Dey","raw_affiliation_strings":["Jadavpur University, Kolkata, WB, India"],"affiliations":[{"raw_affiliation_string":"Jadavpur University, Kolkata, WB, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055140986","display_name":"Sukanta Chakraborty","orcid":"https://orcid.org/0000-0003-0205-8532"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sukanta Chakraborty","raw_affiliation_strings":["Theism Medical Diagnostics Centre, Kolkata, WB, India"],"affiliations":[{"raw_affiliation_string":"Theism Medical Diagnostics Centre, Kolkata, WB, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000210772","display_name":"Mita Nasipuri","orcid":"https://orcid.org/0000-0002-3906-5309"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mita Nasipuri","raw_affiliation_strings":["Jadavpur University, Kolkata, WB, India"],"affiliations":[{"raw_affiliation_string":"Jadavpur University, Kolkata, WB, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024123782","display_name":"Mrinal Kanti Naskar","orcid":"https://orcid.org/0000-0001-9357-887X"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mrinal Kanti Naskar","raw_affiliation_strings":["Jadavpur University, Kolkata, WB, India"],"affiliations":[{"raw_affiliation_string":"Jadavpur University, Kolkata, WB, India","institution_ids":["https://openalex.org/I170979836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5058475795"],"corresponding_institution_ids":["https://openalex.org/I170979836"],"apc_list":null,"apc_paid":null,"fwci":3.6711,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.94073012,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"54","issue":"3","first_page":"1","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9997000098228455,"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":0.9997000098228455,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9955999851226807,"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"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9936000108718872,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cytology","display_name":"Cytology","score":0.7727385759353638},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6028276681900024},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5958377718925476},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.27837690711021423},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2587500810623169},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07460257411003113}],"concepts":[{"id":"https://openalex.org/C18823058","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cytology","level":2,"score":0.7727385759353638},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6028276681900024},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5958377718925476},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.27837690711021423},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2587500810623169},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07460257411003113},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3447238","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3447238","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":165,"referenced_works":["https://openalex.org/W193613274","https://openalex.org/W228949857","https://openalex.org/W619475656","https://openalex.org/W1502885976","https://openalex.org/W1510611108","https://openalex.org/W1575540132","https://openalex.org/W1582640985","https://openalex.org/W1583586606","https://openalex.org/W1594746090","https://openalex.org/W1826236479","https://openalex.org/W1828414529","https://openalex.org/W1910608723","https://openalex.org/W1969557815","https://openalex.org/W1973956759","https://openalex.org/W1976080943","https://openalex.org/W1976367252","https://openalex.org/W1979744342","https://openalex.org/W1980548940","https://openalex.org/W1980854173","https://openalex.org/W1988905767","https://openalex.org/W1989346583","https://openalex.org/W1994316895","https://openalex.org/W1999944750","https://openalex.org/W2001629817","https://openalex.org/W2003927787","https://openalex.org/W2005794716","https://openalex.org/W2007532937","https://openalex.org/W2009231756","https://openalex.org/W2009960546","https://openalex.org/W2010816436","https://openalex.org/W2015628200","https://openalex.org/W2019517551","https://openalex.org/W2022274350","https://openalex.org/W2030676014","https://openalex.org/W2033691141","https://openalex.org/W2033994961","https://openalex.org/W2035909111","https://openalex.org/W2039689173","https://openalex.org/W2041399057","https://openalex.org/W2053639876","https://openalex.org/W2057836452","https://openalex.org/W2059704512","https://openalex.org/W2063751786","https://openalex.org/W2067622074","https://openalex.org/W2072569807","https://openalex.org/W2073478533","https://openalex.org/W2073949560","https://openalex.org/W2076242843","https://openalex.org/W2085721351","https://openalex.org/W2087123799","https://openalex.org/W2090399569","https://openalex.org/W2091882796","https://openalex.org/W2092816876","https://openalex.org/W2093030207","https://openalex.org/W2095744018","https://openalex.org/W2097424115","https://openalex.org/W2097989722","https://openalex.org/W2098360374","https://openalex.org/W2103304264","https://openalex.org/W2104095591","https://openalex.org/W2106798291","https://openalex.org/W2111272700","https://openalex.org/W2111545417","https://openalex.org/W2112934038","https://openalex.org/W2126331677","https://openalex.org/W2132557311","https://openalex.org/W2144152057","https://openalex.org/W2145803225","https://openalex.org/W2150375203","https://openalex.org/W2150664653","https://openalex.org/W2151538727","https://openalex.org/W2155813740","https://openalex.org/W2156065311","https://openalex.org/W2162486038","https://openalex.org/W2163352848","https://openalex.org/W2163606283","https://openalex.org/W2167809092","https://openalex.org/W2239088197","https://openalex.org/W2268272600","https://openalex.org/W2272771350","https://openalex.org/W2275831367","https://openalex.org/W2289999413","https://openalex.org/W2317714237","https://openalex.org/W2320641533","https://openalex.org/W2404965055","https://openalex.org/W2407510056","https://openalex.org/W2416287122","https://openalex.org/W2417748451","https://openalex.org/W2496743627","https://openalex.org/W2502191589","https://openalex.org/W2503988460","https://openalex.org/W2512138407","https://openalex.org/W2561675875","https://openalex.org/W2562616459","https://openalex.org/W2575111548","https://openalex.org/W2577823582","https://openalex.org/W2592929672","https://openalex.org/W2594815350","https://openalex.org/W2605095098","https://openalex.org/W2616720730","https://openalex.org/W2625067573","https://openalex.org/W2638507138","https://openalex.org/W2736526444","https://openalex.org/W2742679468","https://openalex.org/W2759422668","https://openalex.org/W2769130373","https://openalex.org/W2769481707","https://openalex.org/W2775139659","https://openalex.org/W2775485026","https://openalex.org/W2782224694","https://openalex.org/W2789926374","https://openalex.org/W2792769372","https://openalex.org/W2799337164","https://openalex.org/W2804383999","https://openalex.org/W2810207020","https://openalex.org/W2817206329","https://openalex.org/W2887603104","https://openalex.org/W2888180508","https://openalex.org/W2890263630","https://openalex.org/W2890567626","https://openalex.org/W2899562626","https://openalex.org/W2902363929","https://openalex.org/W2903202180","https://openalex.org/W2903662593","https://openalex.org/W2912034700","https://openalex.org/W2912449434","https://openalex.org/W2912814196","https://openalex.org/W2913066820","https://openalex.org/W2914762504","https://openalex.org/W2917953120","https://openalex.org/W2920829332","https://openalex.org/W2928842276","https://openalex.org/W2929060410","https://openalex.org/W2947728060","https://openalex.org/W2948730236","https://openalex.org/W2959557291","https://openalex.org/W2962405678","https://openalex.org/W2963200645","https://openalex.org/W2979953123","https://openalex.org/W2980440074","https://openalex.org/W2980633381","https://openalex.org/W2986105523","https://openalex.org/W2993820083","https://openalex.org/W2997998108","https://openalex.org/W2999211502","https://openalex.org/W3006179031","https://openalex.org/W3008663655","https://openalex.org/W3014001067","https://openalex.org/W3015870511","https://openalex.org/W3020678160","https://openalex.org/W3025685857","https://openalex.org/W3035378222","https://openalex.org/W3037763840","https://openalex.org/W3040002973","https://openalex.org/W3102737931","https://openalex.org/W4206262194","https://openalex.org/W4206822779","https://openalex.org/W4234185033","https://openalex.org/W4234426463","https://openalex.org/W4236074426","https://openalex.org/W4255255775","https://openalex.org/W4300068885","https://openalex.org/W4313041190","https://openalex.org/W4386891814","https://openalex.org/W6746415170"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"Cytology":[0],"is":[1,28,128],"a":[2,98],"branch":[3],"of":[4,12,16,53,57,101,104,132,140],"pathology":[5],"that":[6,115,130],"deals":[7],"with":[8,43,60],"the":[9,22,25,40,51,75,80,90,118,133,153,159,166,195],"microscopic":[10],"examination":[11],"cells":[13],"for":[14],"diagnosis":[15,52],"carcinoma":[17],"or":[18],"inflammatory":[19],"conditions.":[20],"In":[21,79],"present":[23,81],"work,":[24],"term":[26],"cytology":[27,37,76,107,124],"used":[29],"to":[30,46,70,92,108,122,164,181],"indicate":[31],"solid":[32,105],"organ":[33,106],"cytology.":[34,95,147],"Automation":[35],"in":[36,39,50,74,94,152,169,189],"started":[38],"early":[41],"1950s":[42],"an":[44],"aim":[45],"reduce":[47],"manual":[48],"efforts":[49],"cancer.":[54],"The":[55],"influx":[56],"intelligent":[58],"systems":[59,156,193],"high":[61],"computational":[62],"power":[63],"and":[64,144,178,184],"improved":[65],"specimen":[66],"collection":[67],"techniques":[68,88,114],"helped":[69],"achieve":[71],"technological":[72],"heights":[73],"automation":[77,93],"process.":[78],"survey,":[82],"we":[83,173],"focus":[84],"on":[85],"image":[86,125],"analysis":[87],"paving":[89],"way":[91],"We":[96],"take":[97],"short":[99],"tour":[100],"17":[102],"types":[103,139],"explore":[109],"various":[110],"segmentation":[111],"and/or":[112],"classification":[113],"evolved":[116],"during":[117,158],"past":[119],"three":[120,138],"decades":[121],"automate":[123],"analysis.":[126],"It":[127],"observed":[129],"most":[131],"works":[134],"are":[135,149,161],"aligned":[136],"toward":[137],"cytology:":[141],"Cervical,":[142],"Breast,":[143],"Respiratory":[145],"tract":[146],"These":[148],"discussed":[150],"elaborately":[151],"article.":[154],"Commercial":[155],"developed":[157],"period":[160],"also":[162],"summarized":[163],"comprehend":[165],"overall":[167],"growth":[168],"respective":[170],"domains.":[171],"Finally,":[172],"discuss":[174],"different":[175],"state-of-the-art":[176],"methods":[177],"related":[179],"challenges":[180],"provide":[182],"prolific":[183],"competent":[185],"future":[186],"research":[187],"directions":[188],"bringing":[190],"cytology-based":[191],"commercial":[192],"into":[194],"mainstream.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
