{"id":"https://openalex.org/W4283811552","doi":"https://doi.org/10.1109/ncc55593.2022.9806747","title":"Semantic Segmentation on Low Resolution Cytology Images of Pleural and Peritoneal Effusion","display_name":"Semantic Segmentation on Low Resolution Cytology Images of Pleural and Peritoneal Effusion","publication_year":2022,"publication_date":"2022-05-24","ids":{"openalex":"https://openalex.org/W4283811552","doi":"https://doi.org/10.1109/ncc55593.2022.9806747"},"language":"en","primary_location":{"id":"doi:10.1109/ncc55593.2022.9806747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ncc55593.2022.9806747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 National Conference on Communications (NCC)","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/A5086431746","display_name":"Shajahan Aboobacker","orcid":"https://orcid.org/0000-0002-5715-9237"},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shajahan Aboobacker","raw_affiliation_strings":["NITK, Surathkal,Dept. of ECE,Mangalore,India","Dept. of ECE, NITK, Surathkal, Mangalore, India"],"affiliations":[{"raw_affiliation_string":"NITK, Surathkal,Dept. of ECE,Mangalore,India","institution_ids":["https://openalex.org/I11880225"]},{"raw_affiliation_string":"Dept. of ECE, NITK, Surathkal, Mangalore, India","institution_ids":["https://openalex.org/I11880225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072203446","display_name":"Akash Verma","orcid":"https://orcid.org/0000-0001-9683-1738"},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Akash Verma","raw_affiliation_strings":["NITK, Surathkal,Dept. of ECE,Mangalore,India","Dept. of ECE, NITK, Surathkal, Mangalore, India"],"affiliations":[{"raw_affiliation_string":"NITK, Surathkal,Dept. of ECE,Mangalore,India","institution_ids":["https://openalex.org/I11880225"]},{"raw_affiliation_string":"Dept. of ECE, NITK, Surathkal, Mangalore, India","institution_ids":["https://openalex.org/I11880225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080162701","display_name":"Deepu Vijayasenan","orcid":null},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepu Vijayasenan","raw_affiliation_strings":["NITK, Surathkal,Dept. of ECE,Mangalore,India","Dept. of ECE, NITK, Surathkal, Mangalore, India"],"affiliations":[{"raw_affiliation_string":"NITK, Surathkal,Dept. of ECE,Mangalore,India","institution_ids":["https://openalex.org/I11880225"]},{"raw_affiliation_string":"Dept. of ECE, NITK, Surathkal, Mangalore, India","institution_ids":["https://openalex.org/I11880225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040122026","display_name":"S. Sumam David","orcid":"https://orcid.org/0000-0001-6503-2837"},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sumam David S.","raw_affiliation_strings":["NITK, Surathkal,Dept. of ECE,Mangalore,India","Dept. of ECE, NITK, Surathkal, Mangalore, India"],"affiliations":[{"raw_affiliation_string":"NITK, Surathkal,Dept. of ECE,Mangalore,India","institution_ids":["https://openalex.org/I11880225"]},{"raw_affiliation_string":"Dept. of ECE, NITK, Surathkal, Mangalore, India","institution_ids":["https://openalex.org/I11880225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103157209","display_name":"P Suresh","orcid":null},"institutions":[{"id":"https://openalex.org/I19008122","display_name":"Mangalore University","ror":"https://ror.org/05fep3933","country_code":"IN","type":"education","lineage":["https://openalex.org/I19008122"]},{"id":"https://openalex.org/I4210118226","display_name":"Mangalore Institute of Oncology","ror":"https://ror.org/01qg9v093","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210118226"]},{"id":"https://openalex.org/I4387153400","display_name":"Kasturba Medical College, Mangalore","ror":"https://ror.org/048vk1h54","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460","https://openalex.org/I4387153400"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pooja K Suresh","raw_affiliation_strings":["KMC Mangalore, MAHE,Dept. of Pathology,Mangalore,India","Dept. of Pathology, KMC Mangalore, MAHE, Mangalore, India"],"affiliations":[{"raw_affiliation_string":"KMC Mangalore, MAHE,Dept. of Pathology,Mangalore,India","institution_ids":["https://openalex.org/I4210118226","https://openalex.org/I19008122"]},{"raw_affiliation_string":"Dept. of Pathology, KMC Mangalore, MAHE, Mangalore, India","institution_ids":["https://openalex.org/I4210118226","https://openalex.org/I4387153400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018045911","display_name":"Saraswathy Sreeram","orcid":null},"institutions":[{"id":"https://openalex.org/I19008122","display_name":"Mangalore University","ror":"https://ror.org/05fep3933","country_code":"IN","type":"education","lineage":["https://openalex.org/I19008122"]},{"id":"https://openalex.org/I4210118226","display_name":"Mangalore Institute of Oncology","ror":"https://ror.org/01qg9v093","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210118226"]},{"id":"https://openalex.org/I4387153400","display_name":"Kasturba Medical College, Mangalore","ror":"https://ror.org/048vk1h54","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460","https://openalex.org/I4387153400"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saraswathy Sreeram","raw_affiliation_strings":["KMC Mangalore, MAHE,Dept. of Pathology,Mangalore,India","Dept. of Pathology, KMC Mangalore, MAHE, Mangalore, India"],"affiliations":[{"raw_affiliation_string":"KMC Mangalore, MAHE,Dept. of Pathology,Mangalore,India","institution_ids":["https://openalex.org/I4210118226","https://openalex.org/I19008122"]},{"raw_affiliation_string":"Dept. of Pathology, KMC Mangalore, MAHE, Mangalore, India","institution_ids":["https://openalex.org/I4210118226","https://openalex.org/I4387153400"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5086431746"],"corresponding_institution_ids":["https://openalex.org/I11880225"],"apc_list":null,"apc_paid":null,"fwci":0.1378,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.52981117,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"82","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998000264167786,"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":0.9998000264167786,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10146","display_name":"Cervical Cancer and HPV Research","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/upsampling","display_name":"Upsampling","score":0.7948389649391174},{"id":"https://openalex.org/keywords/bicubic-interpolation","display_name":"Bicubic interpolation","score":0.7197252511978149},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6915309429168701},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6748794317245483},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.585842490196228},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4340240955352783},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2975931167602539},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.18163731694221497},{"id":"https://openalex.org/keywords/linear-interpolation","display_name":"Linear interpolation","score":0.09695950150489807}],"concepts":[{"id":"https://openalex.org/C110384440","wikidata":"https://www.wikidata.org/wiki/Q1143270","display_name":"Upsampling","level":3,"score":0.7948389649391174},{"id":"https://openalex.org/C49608258","wikidata":"https://www.wikidata.org/wiki/Q611705","display_name":"Bicubic interpolation","level":4,"score":0.7197252511978149},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6915309429168701},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6748794317245483},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.585842490196228},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4340240955352783},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2975931167602539},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.18163731694221497},{"id":"https://openalex.org/C171836373","wikidata":"https://www.wikidata.org/wiki/Q2266329","display_name":"Linear interpolation","level":3,"score":0.09695950150489807}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ncc55593.2022.9806747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ncc55593.2022.9806747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 National Conference on Communications (NCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W7682646","https://openalex.org/W1901129140","https://openalex.org/W1965542110","https://openalex.org/W2103243046","https://openalex.org/W2139159280","https://openalex.org/W2324923563","https://openalex.org/W2331128040","https://openalex.org/W2344480160","https://openalex.org/W2890098001","https://openalex.org/W2899772760","https://openalex.org/W2959557291","https://openalex.org/W2963470893","https://openalex.org/W2963864522","https://openalex.org/W3013529009","https://openalex.org/W3106960624","https://openalex.org/W4297775537","https://openalex.org/W6639824700","https://openalex.org/W6687214662","https://openalex.org/W6737664043"],"related_works":["https://openalex.org/W2787555990","https://openalex.org/W2090346739","https://openalex.org/W1998618079","https://openalex.org/W2181461482","https://openalex.org/W1974949120","https://openalex.org/W2990559186","https://openalex.org/W2967815298","https://openalex.org/W2799046095","https://openalex.org/W2997889428","https://openalex.org/W2164918837"],"abstract_inverted_index":{"Automation":[0],"in":[1,6,69,143],"the":[2,25,42,56,91,106,126,130,169,172],"detection":[3],"of":[4,61,79,93,136,171],"malignancy":[5,39,68],"effusion":[7],"cytology":[8,70,80],"helps":[9],"to":[10,23,37,90,128,151,177,194],"save":[11],"time":[12,49],"and":[13,47,98,124],"workload":[14],"for":[15,146,164],"cytopathologists.":[16],"Cytopathologists":[17],"typically":[18],"consider":[19],"a":[20,34,73,83,116,152,160,195],"low-resolution":[21,63,108],"image":[22],"identify":[24],"malignant":[26,58],"regions.":[27],"The":[28,133,155],"identified":[29,57],"regions":[30,59],"are":[31],"scanned":[32,179],"at":[33,72,82,180],"higher":[35],"resolution":[36,76,86,138,157,166],"confirm":[38],"by":[40,53,104,141,185],"investigating":[41],"cell":[43],"level":[44],"behaviour.":[45],"Scanning":[46],"processing":[48],"can":[50],"be":[51,178],"saved":[52],"zooming":[54],"only":[55],"instead":[60],"entire":[62],"images.":[64,132,167],"This":[65,113],"work":[66,114],"predicts":[67],"images":[71,81,109,123,139],"very":[74,84,107],"low":[75,85,137],"(4X).":[77],"Annotation":[78],"is":[87,183],"challenging":[88],"due":[89],"blurring":[92],"features":[94],"such":[95],"as":[96],"nuclei":[97],"texture.":[99],"We":[100],"address":[101],"this":[102],"issue":[103],"upsampling":[105,149,192],"using":[110,189],"adversarial":[111,147,190],"training.":[112],"develops":[115],"semantic":[117],"segmentation":[118],"model":[119,158],"trained":[120],"on":[121],"10X":[122],"reuse":[125],"network":[127],"utilize":[129],"4X":[131],"prediction":[134],"results":[135],"improved":[140],"15%":[142],"average":[144,162],"F-score":[145,163],"based":[148,191],"compared":[150,193],"bicubic":[153,196],"filter.":[154,197],"high":[156,165,181],"gives":[159],"95%":[161],"Also,":[168],"sub-area":[170],"whole":[173],"slide":[174],"that":[175],"requires":[176],"magnification":[182],"reduced":[184],"approximately":[186],"61%":[187],"while":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-17T06:59:57.516163","created_date":"2025-10-10T00:00:00"}
