{"id":"https://openalex.org/W4400908768","doi":"https://doi.org/10.1109/siu61531.2024.10601013","title":"PBC-NAS: Neural Architecture Search for Peripheral Blood Cells Classification","display_name":"PBC-NAS: Neural Architecture Search for Peripheral Blood Cells Classification","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4400908768","doi":"https://doi.org/10.1109/siu61531.2024.10601013"},"language":"en","primary_location":{"id":"doi:10.1109/siu61531.2024.10601013","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu61531.2024.10601013","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 32nd Signal Processing and Communications Applications Conference (SIU)","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/A5074857800","display_name":"Zeki Ku\u015f","orcid":"https://orcid.org/0000-0001-8762-7233"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zeki Ku\u015f","raw_affiliation_strings":["Fatih Sultan Mehmet Vak&#x0131;f &#x00DC;niversitesi,Bilgisayar M&#x00FC;hendisli&#x011F;i,&#x0130;stanbul,T&#x00FC;rkiye"],"affiliations":[{"raw_affiliation_string":"Fatih Sultan Mehmet Vak&#x0131;f &#x00DC;niversitesi,Bilgisayar M&#x00FC;hendisli&#x011F;i,&#x0130;stanbul,T&#x00FC;rkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034287311","display_name":"Berna K\u0131raz","orcid":"https://orcid.org/0000-0002-8428-3217"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Berna Kiraz","raw_affiliation_strings":["Fatih Sultan Mehmet Vak&#x0131;f &#x00DC;niversitesi,Yapay Zeka ve Veri M&#x00FC;hendisli&#x011F;i,&#x0130;stanbul,T&#x00FC;rkiye"],"affiliations":[{"raw_affiliation_string":"Fatih Sultan Mehmet Vak&#x0131;f &#x00DC;niversitesi,Yapay Zeka ve Veri M&#x00FC;hendisli&#x011F;i,&#x0130;stanbul,T&#x00FC;rkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083787764","display_name":"Musa Ayd\u0131n","orcid":"https://orcid.org/0000-0002-5825-2230"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Musa Ayd\u0131n","raw_affiliation_strings":["Fatih Sultan Mehmet Vak&#x0131;f &#x00DC;niversitesi,Bilgisayar M&#x00FC;hendisli&#x011F;i,&#x0130;stanbul,T&#x00FC;rkiye"],"affiliations":[{"raw_affiliation_string":"Fatih Sultan Mehmet Vak&#x0131;f &#x00DC;niversitesi,Bilgisayar M&#x00FC;hendisli&#x011F;i,&#x0130;stanbul,T&#x00FC;rkiye","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078807744","display_name":"Alper K\u0131raz","orcid":"https://orcid.org/0000-0001-7977-1286"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alper Kiraz","raw_affiliation_strings":["Ko&#x00E7; &#x00DC;niversitesi,Fizik, Elektrik-Elektronik M&#x00FC;hendisli&#x011F;i,&#x0130;stanbul,T&#x00FC;rkiye"],"affiliations":[{"raw_affiliation_string":"Ko&#x00E7; &#x00DC;niversitesi,Fizik, Elektrik-Elektronik M&#x00FC;hendisli&#x011F;i,&#x0130;stanbul,T&#x00FC;rkiye","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074857800"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7873,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72081699,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9958000183105469,"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"}},"topics":[{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9958000183105469,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9006999731063843,"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":0.7065118551254272},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5502644777297974},{"id":"https://openalex.org/keywords/peripheral-blood","display_name":"Peripheral blood","score":0.5376051664352417},{"id":"https://openalex.org/keywords/peripheral","display_name":"Peripheral","score":0.47165289521217346},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44509491324424744},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43120360374450684},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33745700120925903},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17308148741722107},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07822659611701965},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.05192652344703674}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7065118551254272},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5502644777297974},{"id":"https://openalex.org/C3017910909","wikidata":"https://www.wikidata.org/wiki/Q618363","display_name":"Peripheral blood","level":2,"score":0.5376051664352417},{"id":"https://openalex.org/C46762472","wikidata":"https://www.wikidata.org/wiki/Q178648","display_name":"Peripheral","level":2,"score":0.47165289521217346},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44509491324424744},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43120360374450684},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33745700120925903},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17308148741722107},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07822659611701965},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.05192652344703674},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu61531.2024.10601013","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu61531.2024.10601013","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 32nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2907260191","https://openalex.org/W2319221584","https://openalex.org/W2588198209","https://openalex.org/W1909006023","https://openalex.org/W3200723557","https://openalex.org/W4205824991","https://openalex.org/W1980906566","https://openalex.org/W2006633530","https://openalex.org/W4312713546","https://openalex.org/W2362195430"],"abstract_inverted_index":{"Peripheral":[0],"blood":[1,12,57],"cell":[2,58],"(PBC)":[3],"classification":[4,114],"is":[5,51,95],"crucial":[6],"for":[7,55],"identifying":[8],"different":[9],"types":[10],"of":[11,67,89,113],"cells":[13,38],"and":[14,27,33,44,65,87,100,106,116],"understanding":[15],"their":[16],"complex":[17],"relationships":[18],"that":[19],"affect":[20],"human":[21],"health.":[22],"PBCs":[23],"include":[24],"erythrocytes,":[25],"leukocytes,":[26],"platelets,":[28],"each":[29],"with":[30,97,127],"unique":[31],"morphological":[32],"functional":[34],"characteristics.":[35],"Classifying":[36],"these":[37],"can":[39],"help":[40],"diagnose":[41],"hematologic":[42],"disorders":[43],"assess":[45],"overall":[46],"health":[47],"status.":[48],"Therefore,":[49],"there":[50],"a":[52,75],"growing":[53],"need":[54],"automated":[56],"methods":[59,99],"to":[60,83],"significantly":[61],"improve":[62,84],"the":[63,85],"efficiency":[64,88],"accuracy":[66,86,126],"PBC":[68,90],"classification.":[69,91],"In":[70],"this":[71],"study,":[72],"we":[73],"propose":[74],"new":[76],"neural":[77,102],"architecture":[78,103],"search":[79,104],"method,":[80],"namely":[81],"PBC-NAS,":[82],"The":[92],"proposed":[93],"method":[94],"compared":[96],"state-of-the-art":[98],"automatic":[101],"methods,":[105],"it":[107],"achieves":[108],"better":[109,124],"results":[110],"in":[111],"terms":[112],"performance":[115],"model":[117],"complexity.":[118],"PBC-NAS":[119],"has":[120],"achieved":[121],"2.4":[122],"points":[123],"average":[125],"7.3":[128],"times":[129],"fewer":[130],"parameters":[131],"than":[132],"its":[133],"closest":[134],"competitor.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
