{"id":"https://openalex.org/W2509182378","doi":"https://doi.org/10.3233/978-1-61499-678-1-727","title":"Assessment of Content-Based Image Retrieval Approaches for Mammography Based on Breast Density Patterns","display_name":"Assessment of Content-Based Image Retrieval Approaches for Mammography Based on Breast Density Patterns","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2509182378","doi":"https://doi.org/10.3233/978-1-61499-678-1-727","mag":"2509182378","pmid":"https://pubmed.ncbi.nlm.nih.gov/27577481"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-678-1-727","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-678-1-727","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5004719317","display_name":"Nabila Sabatini Purwadi","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":"Purwadi Nabila Sabatini","raw_affiliation_strings":["Istanbul Technical University, Biomedical Engineering Graduate Program, Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Technical University, Biomedical Engineering Graduate Program, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027159778","display_name":"H\u00fcseyin Tanzer Atay","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":"Atay H&uuml;seyin Tanzer","raw_affiliation_strings":["Istanbul Technical University, Control and Automation Engineering Department, Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Technical University, Control and Automation Engineering Department, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062956121","display_name":"Kenan Kaan Kurt","orcid":"https://orcid.org/0000-0002-3262-7196"},"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":"Kurt Kenan Kaan","raw_affiliation_strings":["Istanbul Technical University, Control and Automation Engineering Department, Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Technical University, Control and Automation Engineering Department, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057371545","display_name":"Serkan T\u00fcrkeli","orcid":"https://orcid.org/0000-0002-0708-1945"},"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":"Turkeli Serkan","raw_affiliation_strings":["Istanbul Technical University, Control and Automation Engineering Department, Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Technical University, Control and Automation Engineering Department, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5004719317"],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":0.1111,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48893912,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"228","issue":null,"first_page":"727","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.975600004196167,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.975600004196167,"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/T10862","display_name":"AI in cancer detection","score":0.9483000040054321,"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/mammography","display_name":"Mammography","score":0.698014497756958},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6742408871650696},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6257943511009216},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6078864336013794},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.604073703289032},{"id":"https://openalex.org/keywords/content-based-image-retrieval","display_name":"Content-based image retrieval","score":0.5591252446174622},{"id":"https://openalex.org/keywords/scale-invariant-feature-transform","display_name":"Scale-invariant feature transform","score":0.5407291650772095},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5381629467010498},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.49916625022888184},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44350650906562805},{"id":"https://openalex.org/keywords/similarity-measure","display_name":"Similarity measure","score":0.43136733770370483},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.4207976162433624},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.24626383185386658},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13851279020309448},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.1381707787513733}],"concepts":[{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.698014497756958},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6742408871650696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6257943511009216},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6078864336013794},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.604073703289032},{"id":"https://openalex.org/C2780052074","wikidata":"https://www.wikidata.org/wiki/Q1128648","display_name":"Content-based image retrieval","level":4,"score":0.5591252446174622},{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.5407291650772095},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5381629467010498},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.49916625022888184},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44350650906562805},{"id":"https://openalex.org/C2776517306","wikidata":"https://www.wikidata.org/wiki/Q29017317","display_name":"Similarity measure","level":2,"score":0.43136733770370483},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.4207976162433624},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.24626383185386658},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13851279020309448},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.1381707787513733},{"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},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000071060","descriptor_name":"Breast Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000071060","descriptor_name":"Breast Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000071060","descriptor_name":"Breast Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.3233/978-1-61499-678-1-727","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-678-1-727","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:27577481","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27577481","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":null},{"id":"pmh:oai:polen.itu.edu.tr:11527/48516","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/48516","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":"Part of book or chapter of book"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2185784385","https://openalex.org/W2044706866","https://openalex.org/W2746816529","https://openalex.org/W2900811989","https://openalex.org/W2341223103","https://openalex.org/W2905186525","https://openalex.org/W4367727948","https://openalex.org/W3198880640","https://openalex.org/W2031096531","https://openalex.org/W2273467235"],"abstract_inverted_index":{"This":[0],"study":[1,118],"is":[2,40,119],"trying":[3],"to":[4,27,88,121],"assess":[5],"methods":[6,73],"commonly":[7],"used":[8,41,76],"in":[9,42,77,97,108,134],"content-based":[10],"image":[11,94],"retrieval":[12,72],"(CBIR)":[13],"for":[14,111],"screening":[15,131],"mammography":[16,132],"analysis.":[17],"A":[18],"database":[19,39],"consists":[20],"of":[21,31,116],"12":[22],"different":[23],"BI-RADS":[24],"classes":[25],"related":[26],"breast":[28],"density":[29],"patterns":[30],"mammogram":[32],"patches":[33],"which":[34],"are":[35,63,74],"taken":[36],"from":[37],"IRMA":[38],"this":[43,78,117],"study.":[44],"Three":[45],"feature":[46,60],"extraction":[47],"methods,":[48],"namely":[49,80],"grey-level":[50],"co-occurrence":[51],"matrix":[52],"(GLCM),":[53],"principal":[54],"component":[55],"analysis":[56,133],"(PCA),":[57],"and":[58,66,84,95,129],"scale-invariant":[59],"transform":[61],"(SIFT)":[62],"being":[64],"investigated":[65],"compared":[67],"with":[68],"prior":[69],"studies.":[70],"Two":[71],"also":[75],"study,":[79],"k-nearest":[81],"neighbor":[82],"(KNN)":[83],"mutual":[85],"information":[86],"(MI)":[87],"measure":[89],"the":[90],"similarity":[91],"between":[92],"query":[93,110],"images":[96],"database.":[98],"The":[99,114],"result":[100,115],"will":[101],"be":[102],"evaluated":[103],"using":[104],"positive":[105],"count":[106],"rate":[107],"each":[109,112],"class.":[113],"expected":[120],"contribute":[122],"more":[123],"towards":[124],"better":[125],"Computed-Aided":[126],"Diagnosis":[127],"(CADx)":[128],"specifically":[130],"clinical":[135],"cases.":[136]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}
