{"id":"https://openalex.org/W4403844595","doi":"https://doi.org/10.2339/politeknik.1484473","title":"Derin \u00d6\u011frenme ile H\u00fccre G\u00f6r\u00fcnt\u00fclerinin Tespiti ve Say\u0131m\u0131","display_name":"Derin \u00d6\u011frenme ile H\u00fccre G\u00f6r\u00fcnt\u00fclerinin Tespiti ve Say\u0131m\u0131","publication_year":2024,"publication_date":"2024-10-28","ids":{"openalex":"https://openalex.org/W4403844595","doi":"https://doi.org/10.2339/politeknik.1484473"},"language":"tr","primary_location":{"id":"doi:10.2339/politeknik.1484473","doi":"https://doi.org/10.2339/politeknik.1484473","is_oa":true,"landing_page_url":"https://doi.org/10.2339/politeknik.1484473","pdf_url":"https://dergipark.org.tr/tr/download/article-file/3932046","source":{"id":"https://openalex.org/S4210192107","display_name":"Journal of Polytechnic","issn_l":"1302-0900","issn":["1302-0900","2147-9429"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-d","poland-20","russia-white-list-4","tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Politeknik Dergisi","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://dergipark.org.tr/tr/download/article-file/3932046","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114436282","display_name":"Zeynep S\u00f6zen","orcid":"https://orcid.org/0000-0003-1590-7759","observed_orcids":["https://orcid.org/0000-0003-1590-7759"]},"institutions":[{"id":"https://openalex.org/I95634034","display_name":"Gazi University","ror":"https://ror.org/054xkpr46","country_code":"TR","type":"education","lineage":["https://openalex.org/I95634034"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Zeynep S\u00f6zen","raw_affiliation_strings":["GAZ\u0130 \u00dcN\u0130VERS\u0130TES\u0130"],"raw_orcid":"https://orcid.org/0000-0003-1590-7759","affiliations":[{"raw_affiliation_string":"GAZ\u0130 \u00dcN\u0130VERS\u0130TES\u0130","institution_ids":["https://openalex.org/I95634034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001131955","display_name":"Necaattin Bar\u0131\u015f\u00e7\u0131","orcid":"https://orcid.org/0000-0002-8762-5091","observed_orcids":["https://orcid.org/0000-0002-8762-5091"]},"institutions":[{"id":"https://openalex.org/I95634034","display_name":"Gazi University","ror":"https://ror.org/054xkpr46","country_code":"TR","type":"education","lineage":["https://openalex.org/I95634034"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Necaattin Bar\u0131\u015f\u00e7\u0131","raw_affiliation_strings":["GAZ\u0130 \u00dcN\u0130VERS\u0130TES\u0130"],"raw_orcid":"https://orcid.org/0000-0002-8762-5091","affiliations":[{"raw_affiliation_string":"GAZ\u0130 \u00dcN\u0130VERS\u0130TES\u0130","institution_ids":["https://openalex.org/I95634034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I95634034"],"apc_list":null,"apc_paid":null,"fwci":0.3866,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54046686,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"28","issue":"3","first_page":"909","last_page":"921"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9940999746322632,"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"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9940999746322632,"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":0.0044999998062849045,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.00039999998989515007,"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/cell-detection","display_name":"cell detection","score":0.847000002861023},{"id":"https://openalex.org/keywords/cell-counting","display_name":"cell counting","score":0.9700000286102295},{"id":"https://openalex.org/keywords/cell-image","display_name":"cell images","score":0.5490000247955322},{"id":"https://openalex.org/keywords/u-net","display_name":"U-Net","score":0.9599999785423279},{"id":"https://openalex.org/keywords/v-net","display_name":"V-Net","score":0.9929999709129333},{"id":"https://openalex.org/keywords/residual-blocks","display_name":"residual blocks","score":0.9589999914169312},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"ensemble learning","score":0.5070000290870667},{"id":"https://openalex.org/keywords/scikit-image","display_name":"scikit-image","score":0.6119999885559082},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.48899999260902405}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.7319012880325317},{"id":"https://openalex.org/C153911025","wikidata":"https://www.wikidata.org/wiki/Q7202","display_name":"Molecular biology","level":1,"score":0.4351693391799927},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18679547309875488}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2339/politeknik.1484473","doi":"https://doi.org/10.2339/politeknik.1484473","is_oa":true,"landing_page_url":"https://doi.org/10.2339/politeknik.1484473","pdf_url":"https://dergipark.org.tr/tr/download/article-file/3932046","source":{"id":"https://openalex.org/S4210192107","display_name":"Journal of Polytechnic","issn_l":"1302-0900","issn":["1302-0900","2147-9429"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-d","poland-20","russia-white-list-4","tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Politeknik Dergisi","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2339/politeknik.1484473","doi":"https://doi.org/10.2339/politeknik.1484473","is_oa":true,"landing_page_url":"https://doi.org/10.2339/politeknik.1484473","pdf_url":"https://dergipark.org.tr/tr/download/article-file/3932046","source":{"id":"https://openalex.org/S4210192107","display_name":"Journal of Polytechnic","issn_l":"1302-0900","issn":["1302-0900","2147-9429"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-d","poland-20","russia-white-list-4","tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Politeknik Dergisi","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4043000042438507,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403844595.pdf","grobid_xml":"https://content.openalex.org/works/W4403844595.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2009008029","https://openalex.org/W2019062120","https://openalex.org/W2025183033","https://openalex.org/W2042665609","https://openalex.org/W2086844465","https://openalex.org/W2151776476","https://openalex.org/W2165928290","https://openalex.org/W2788075919","https://openalex.org/W2809598685","https://openalex.org/W2899366772","https://openalex.org/W2916246267","https://openalex.org/W2954996726","https://openalex.org/W2970880795","https://openalex.org/W2975258621","https://openalex.org/W2980998394","https://openalex.org/W3006265495","https://openalex.org/W3034435461","https://openalex.org/W3097079188","https://openalex.org/W3169116089","https://openalex.org/W4226147972","https://openalex.org/W4307238565"],"related_works":["https://openalex.org/W4366266278","https://openalex.org/W2514025568","https://openalex.org/W2182486476","https://openalex.org/W3178618614","https://openalex.org/W6940891609","https://openalex.org/W3006683891","https://openalex.org/W4386526150","https://openalex.org/W3035251955","https://openalex.org/W4396502384","https://openalex.org/W3197640357"],"abstract_inverted_index":{"H\u00fccreler,":[0],"canl\u0131l\u0131\u011f\u0131n":[1],"temel":[2],"yap\u0131":[3],"birimleri":[4],"olup,":[5],"klinik":[6],"ve":[7,18,27,42,64,73,105,113,155,189,194],"akademik":[8],"\u00e7al\u0131\u015fmalarda":[9],"b\u00fcy\u00fck":[10],"\u00f6nem":[11],"ta\u015f\u0131maktad\u0131r.":[12],"H\u00fccre":[13,23],"say\u0131m\u0131":[14,65,139,190],"ise":[15],"hastal\u0131klar\u0131n":[16],"te\u015fhisi":[17],"takibinde":[19],"kritik":[20],"rol":[21],"oynar.":[22],"say\u0131m":[24],"y\u00f6ntemleri,":[25],"makineler":[26],"insan":[28],"g\u00f6z\u00fc":[29],"ile":[30,103,137,151,183],"yap\u0131lan":[31,184],"say\u0131mlar":[32],"olarak":[33,111],"yer":[34],"almaktad\u0131r.":[35],"Ancak":[36],"bu":[37,185],"y\u00f6ntemler":[38,51],"maliyet,":[39],"hata":[40],"oran\u0131":[41,129],"zaman":[43],"a\u00e7\u0131s\u0131ndan":[44],"dezavantajlara":[45],"sahiptir.":[46],"Bu":[47,53,141,162],"nedenle":[48],"literat\u00fcrde":[49],"yeni":[50],"geli\u015ftirilmektedir.":[52],"\u00e7al\u0131\u015fmada,":[54],"h\u00fccre":[55,62,70,138,148,187],"g\u00f6r\u00fcnt\u00fcleri":[56],"i\u00e7eren":[57],"BBBC005":[58],"veri":[59],"seti":[60],"kullan\u0131larak":[61,119,177],"tespiti":[63,71,188],"ger\u00e7ekle\u015ftirilmi\u015ftir.":[66],"\u00c7al\u0131\u015fman\u0131n":[67,132],"ilk":[68],"a\u015famas\u0131nda":[69],"U-Net":[72,85,99,112,115],"V-Net":[74],"modelleri":[75],"ayr\u0131":[76,156],"bir":[77,117,120,127,147,157,169,180],"\u015fekilde":[78,160],"uygulanarak":[79],"yap\u0131lm\u0131\u015ft\u0131r.":[80,140],"\u0130ki":[81],"modelin":[82,170,174],"sonu\u00e7lar\u0131":[83,94],"kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda":[84],"modelinden":[86],"daha":[87,95,178],"iyi":[88,179],"sonu\u00e7":[89,181],"al\u0131nd\u0131\u011f\u0131":[90],"g\u00f6r\u00fclm\u00fc\u015ft\u00fcr.":[91],"Elde":[92],"edilen":[93],"da":[96],"iyile\u015ftirmek":[97],"ad\u0131na":[98],"mimarisi":[100,116,122],"residual":[101],"bloklar":[102],"geli\u015ftirilmi\u015ftir":[104],"literat\u00fcre":[106,195],"katk\u0131":[107,196],"sa\u011flanm\u0131\u015ft\u0131r.":[108],"\u00d6nerilen":[109],"model":[110,143],"geli\u015ftirilmi\u015f":[114],"arada":[118],"topluluk":[121],"olu\u015fturulmu\u015ftur.":[123],"\u00c7al\u0131\u015fma":[124],"sonucunda":[125],"%96,15\u2019lik":[126],"do\u011fruluk":[128],"elde":[130],"edilmi\u015ftir.":[131],"ikinci":[133],"k\u0131sm\u0131nda":[134],"scikit-image":[135,149],"k\u00fct\u00fcphanesi":[136,150],"a\u015famada":[142],"taraf\u0131ndan":[144],"belirlenen":[145],"her":[146],"tek":[152,153],"etiketlenmi\u015ftir":[154],"renk":[158],"olacak":[159],"i\u015faretlenmi\u015ftir.":[161],"g\u00f6rsel":[163],"sonu\u00e7lar,":[164],"\u00e7al\u0131\u015fman\u0131n":[165],"g\u00fcvenilirli\u011fini":[166],"art\u0131rm\u0131\u015ft\u0131r.":[167],"Temel":[168],"geli\u015ftirilmesi,":[171],"farkl\u0131":[172],"iki":[173],"\u00e7\u0131kt\u0131lar\u0131n\u0131n":[175],"birlikte":[176],"al\u0131nmas\u0131":[182],"yenilikler,":[186],"alan\u0131nda":[191],"iyile\u015ftirmeler":[192],"sunmakta":[193],"sa\u011flamaktad\u0131r.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-25T07:29:55.448023","created_date":"2024-10-29T00:00:00"}