{"id":"https://openalex.org/W2728273451","doi":"https://doi.org/10.1109/siu.2017.7960587","title":"A deep learning based approach for classification of CerbB2 tumor cells in breast cancer","display_name":"A deep learning based approach for classification of CerbB2 tumor cells in breast cancer","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2728273451","doi":"https://doi.org/10.1109/siu.2017.7960587","mag":"2728273451"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2017.7960587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2017.7960587","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th 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/A5043175333","display_name":"Gozde Ayse Tataroglu","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Gozde A. Tataroglu","raw_affiliation_strings":["Bili\u015fim Enstit\u00fcs\u00fc, \u0130stanbul Teknik \u00dcniversitesi"],"affiliations":[{"raw_affiliation_string":"Bili\u015fim Enstit\u00fcs\u00fc, \u0130stanbul Teknik \u00dcniversitesi","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022833632","display_name":"An\u0131l Gen\u00e7","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Anil Genc","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, \u0130stanbul Teknik \u00dcniversitesi"],"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, \u0130stanbul Teknik \u00dcniversitesi","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080450772","display_name":"Kaan A. Kabakci","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Kaan A. Kabakci","raw_affiliation_strings":["Bili\u015fim Enstit\u00fcs\u00fc, \u0130stanbul Teknik \u00dcniversitesi"],"affiliations":[{"raw_affiliation_string":"Bili\u015fim Enstit\u00fcs\u00fc, \u0130stanbul Teknik \u00dcniversitesi","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050955327","display_name":"Abdulkerim \u00c7apar","orcid":"https://orcid.org/0000-0002-7110-5569"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Abdulkerim Capar","raw_affiliation_strings":["Bili\u015fim Enstit\u00fcs\u00fc, \u0130stanbul Teknik \u00dcniversitesi"],"affiliations":[{"raw_affiliation_string":"Bili\u015fim Enstit\u00fcs\u00fc, \u0130stanbul Teknik \u00dcniversitesi","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042082747","display_name":"Beh\u00e7et U\u011fur T\u00f6rey\u0131n","orcid":"https://orcid.org/0000-0003-4406-2783"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"B. Ugur Toreyin","raw_affiliation_strings":["Bili\u015fim Enstit\u00fcs\u00fc, \u0130stanbul Teknik \u00dcniversitesi"],"affiliations":[{"raw_affiliation_string":"Bili\u015fim Enstit\u00fcs\u00fc, \u0130stanbul Teknik \u00dcniversitesi","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009982931","display_name":"Haz\u0131m Kemal Ekenel","orcid":"https://orcid.org/0000-0003-3697-8548"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hazim K. Ekenel","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, \u0130stanbul Teknik \u00dcniversitesi"],"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, \u0130stanbul Teknik \u00dcniversitesi","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019220021","display_name":"\u0130lknur T\u00fcrkmen","orcid":"https://orcid.org/0000-0002-6185-0186"},"institutions":[{"id":"https://openalex.org/I3125470973","display_name":"Istanbul Medipol University","ror":"https://ror.org/037jwzz50","country_code":"TR","type":"education","lineage":["https://openalex.org/I3125470973"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ilknur Turkmen","raw_affiliation_strings":["Patoloji Anabilim Dal\u0131, \u0130stanbul Medipol \u00dcniversitesi, \u0130stanbul, T\u00dcRK\u0130YE"],"affiliations":[{"raw_affiliation_string":"Patoloji Anabilim Dal\u0131, \u0130stanbul Medipol \u00dcniversitesi, \u0130stanbul, T\u00dcRK\u0130YE","institution_ids":["https://openalex.org/I3125470973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067678529","display_name":"Asl\u0131 \u00c7ak\u0131r","orcid":"https://orcid.org/0000-0003-0128-6947"},"institutions":[{"id":"https://openalex.org/I3125470973","display_name":"Istanbul Medipol University","ror":"https://ror.org/037jwzz50","country_code":"TR","type":"education","lineage":["https://openalex.org/I3125470973"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Asli Cakir","raw_affiliation_strings":["Patoloji Anabilim Dal\u0131, \u0130stanbul Medipol \u00dcniversitesi, \u0130stanbul, T\u00dcRK\u0130YE"],"affiliations":[{"raw_affiliation_string":"Patoloji Anabilim Dal\u0131, \u0130stanbul Medipol \u00dcniversitesi, \u0130stanbul, T\u00dcRK\u0130YE","institution_ids":["https://openalex.org/I3125470973"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5043175333"],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":0.6216,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76606331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"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/T10862","display_name":"AI in cancer detection","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9987000226974487,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9952999949455261,"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/deep-learning","display_name":"Deep learning","score":0.7948670983314514},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7351731061935425},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.694512128829956},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6805359721183777},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.5893087983131409},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4894053041934967},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4787028133869171},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.45814675092697144},{"id":"https://openalex.org/keywords/breast-tumor","display_name":"Breast tumor","score":0.43996280431747437},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4380183517932892},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1668354570865631},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10795438289642334}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7948670983314514},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7351731061935425},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.694512128829956},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6805359721183777},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.5893087983131409},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4894053041934967},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4787028133869171},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.45814675092697144},{"id":"https://openalex.org/C2986637895","wikidata":"https://www.wikidata.org/wiki/Q953865","display_name":"Breast tumor","level":4,"score":0.43996280431747437},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4380183517932892},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1668354570865631},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10795438289642334}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/siu.2017.7960587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2017.7960587","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/55504","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/55504","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W22040386","https://openalex.org/W53169890","https://openalex.org/W1514027499","https://openalex.org/W1576520375","https://openalex.org/W1597336200","https://openalex.org/W1923404803","https://openalex.org/W1923697677","https://openalex.org/W1974423469","https://openalex.org/W2067773355","https://openalex.org/W2076063813","https://openalex.org/W2089394015","https://openalex.org/W2101771332","https://openalex.org/W2101979288","https://openalex.org/W2118585731","https://openalex.org/W2155893237","https://openalex.org/W2159459001","https://openalex.org/W2163759862","https://openalex.org/W2238842972","https://openalex.org/W2557128212","https://openalex.org/W2950094539","https://openalex.org/W2963346784","https://openalex.org/W6635816984"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W4377865163","https://openalex.org/W3193857078","https://openalex.org/W2888956734"],"abstract_inverted_index":{"This":[0],"study":[1,24],"proposes":[2],"a":[3,29],"unique":[4],"approach":[5],"to":[6],"classify":[7],"CerbB2":[8,56],"tumor":[9,57],"cell":[10,48,63],"scores":[11,58],"in":[12],"breast":[13,33],"cancer":[14,34],"based":[15],"on":[16],"deep":[17,45],"learning":[18,46],"models.":[19],"Another":[20],"contribution":[21],"of":[22,28,39,73],"the":[23,26,37,62,71],"is":[25],"creation":[27],"dataset":[30],"from":[31,52],"original":[32],"tissues.":[35],"On":[36],"purpose":[38],"training,":[40],"validating":[41],"and":[42],"testing":[43],"with":[44,67],"models":[47],"fragments":[49,64],"were":[50,59,65],"generated":[51,60],"sample":[53],"tissue":[54],"images.":[55],"for":[61],"classified":[66],"high":[68],"performance":[69],"by":[70],"aid":[72],"convolutional":[74],"neural":[75],"networks":[76],"(CNN).":[77]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}