{"id":"https://openalex.org/W2767144003","doi":"https://doi.org/10.1109/sisy.2017.8080576","title":"A expert system for stomach cancer images with artificial neural network by using HOG features and linear discriminant analysis: HOG_LDA_ANN","display_name":"A expert system for stomach cancer images with artificial neural network by using HOG features and linear discriminant analysis: HOG_LDA_ANN","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2767144003","doi":"https://doi.org/10.1109/sisy.2017.8080576","mag":"2767144003"},"language":"en","primary_location":{"id":"doi:10.1109/sisy.2017.8080576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sisy.2017.8080576","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 15th International Symposium on Intelligent Systems and Informatics (SISY)","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/A5006058563","display_name":"Sevcan Ayta\u00e7 Korkmaz","orcid":"https://orcid.org/0000-0001-6689-2337"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sevcan Aytac Korkmaz","raw_affiliation_strings":["Electronic Technology Department, FIrat University, Elazig, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Technology Department, FIrat University, Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080655513","display_name":"Hamidullah Binol","orcid":"https://orcid.org/0000-0003-2537-8280"},"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":"Hamidullah Binol","raw_affiliation_strings":["Electric-Electronic Engineering Department, Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric-Electronic Engineering Department, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005305763","display_name":"Aysegul Akcicek","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":"Aysegul Akcicek","raw_affiliation_strings":["Electric-Electronic Engineering Department, Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric-Electronic Engineering Department, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008565582","display_name":"Mehmet Korkmaz","orcid":"https://orcid.org/0000-0002-1462-8005"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet Fatih Korkmaz","raw_affiliation_strings":["Electronic Technology Department, FIrat University, Elazig, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Technology Department, FIrat University, Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3046,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.93961409,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"000327","last_page":"000332"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.995199978351593,"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":0.995199978351593,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.991599977016449,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9667999744415283,"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/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.8590918183326721},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7425477504730225},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7347875833511353},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6206445097923279},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.593957781791687},{"id":"https://openalex.org/keywords/stomach","display_name":"Stomach","score":0.5892901420593262},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5517107844352722},{"id":"https://openalex.org/keywords/stomach-cancer","display_name":"Stomach cancer","score":0.4916754364967346},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4463457763195038},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4316655993461609},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.37366175651550293},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3134361803531647},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1509879231452942},{"id":"https://openalex.org/keywords/gastroenterology","display_name":"Gastroenterology","score":0.08755025267601013}],"concepts":[{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.8590918183326721},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7425477504730225},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7347875833511353},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6206445097923279},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.593957781791687},{"id":"https://openalex.org/C2779422922","wikidata":"https://www.wikidata.org/wiki/Q1029907","display_name":"Stomach","level":2,"score":0.5892901420593262},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5517107844352722},{"id":"https://openalex.org/C2779454504","wikidata":"https://www.wikidata.org/wiki/Q189588","display_name":"Stomach cancer","level":3,"score":0.4916754364967346},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4463457763195038},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4316655993461609},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37366175651550293},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3134361803531647},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1509879231452942},{"id":"https://openalex.org/C90924648","wikidata":"https://www.wikidata.org/wiki/Q120569","display_name":"Gastroenterology","level":1,"score":0.08755025267601013},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/sisy.2017.8080576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sisy.2017.8080576","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 15th International Symposium on Intelligent Systems and Informatics (SISY)","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/48428","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/48428","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":[{"id":"https://metadata.un.org/sdg/10","score":0.699999988079071,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W17442632","https://openalex.org/W1964428975","https://openalex.org/W1977863971","https://openalex.org/W1982644157","https://openalex.org/W1990823460","https://openalex.org/W2035764656","https://openalex.org/W2074152831","https://openalex.org/W2098014021","https://openalex.org/W2141126952","https://openalex.org/W2161969291","https://openalex.org/W2182244451","https://openalex.org/W2354468177","https://openalex.org/W2416811803","https://openalex.org/W3147911041","https://openalex.org/W4244494905","https://openalex.org/W6685828180","https://openalex.org/W6706120346"],"related_works":["https://openalex.org/W2381847116","https://openalex.org/W18400627","https://openalex.org/W2379937732","https://openalex.org/W2884448048","https://openalex.org/W2414453218","https://openalex.org/W4388187524","https://openalex.org/W1992575613","https://openalex.org/W4282976145","https://openalex.org/W2350948998","https://openalex.org/W2408961303"],"abstract_inverted_index":{"In":[0],"this":[1,140,151,158],"study,":[2],"normal":[3,115],"(n),":[4],"benign":[5,116],"(b),":[6],"and":[7,39,54,75,117],"malign":[8,76,118],"(m)":[9],"stomach":[10,29,46,78,129],"image":[11],"cells":[12],"have":[13,48,56,69,132],"taken":[14],"from":[15],"faculty":[16],"of":[17,28,43,63,82,90,136],"Medicine":[18],"the":[19,148],"F\u0131rat":[20],"University":[21],"with":[22,99,139],"Light":[23],"Microscope":[24],"help.":[25],"Total":[26],"number":[27],"images":[30,47,131],"are":[31,107,112],"180":[32,45],"which":[33],"be":[34],"60":[35,37,40],"n,":[36],"b,":[38],"m.":[41],"90":[42,55],"these":[44,83,91],"been":[49,70],"used":[50,57],"for":[51,58,72,128],"testing":[52],"purposes":[53],"training":[59],"purposes.":[60],"The":[61,80],"histograms":[62],"oriented":[64],"gradient":[65],"(HOG)":[66],"feature":[67,85,93],"vectors":[68,86,94],"obtained":[71],"normal,":[73],"benign,":[74],"original":[77],"images.":[79],"size":[81],"HOG":[84,92],"is":[87,95],"46900\u00d7180.":[88],"High-dimensional":[89],"reduced":[96],"to":[97,147],"lower-dimensional":[98],"Linear":[100],"Discriminant":[101],"Analysis":[102],"(LDA).":[103],"These":[104,109],"low-dimensional":[105,110],"data":[106,111],"180\u00d7180.":[108],"classified":[113],"as":[114,144],"by":[119],"artificial":[120],"neural":[121],"network":[122],"(ANN)":[123],"classification.":[124],"Thus,":[125],"HOG_LDA_ANN":[126],"method":[127,141],"cancer":[130],"developed.":[133],"Diagnostic":[134],"accuracy":[135,155],"classification":[137],"results":[138],"has":[142,153,160],"found":[143,161],"88.9%.":[145],"According":[146],"other":[149],"methods,":[150],"result":[152,159],"higher":[154],"result.":[156],"And":[157],"in":[162],"a":[163],"shorter":[164],"time.":[165]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
