{"id":"https://openalex.org/W2620710324","doi":"https://doi.org/10.1080/21681163.2017.1326847","title":"Improving breast cancer classification by dimensional reduction on mammograms","display_name":"Improving breast cancer classification by dimensional reduction on mammograms","publication_year":2017,"publication_date":"2017-06-02","ids":{"openalex":"https://openalex.org/W2620710324","doi":"https://doi.org/10.1080/21681163.2017.1326847","mag":"2620710324"},"language":"en","primary_location":{"id":"doi:10.1080/21681163.2017.1326847","is_oa":false,"landing_page_url":"https://doi.org/10.1080/21681163.2017.1326847","pdf_url":null,"source":{"id":"https://openalex.org/S2764763012","display_name":"Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization","issn_l":"2168-1163","issn":["2168-1163","2168-1171"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods in Biomechanics and Biomedical Engineering: Imaging &amp; Visualization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"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/A5050745506","display_name":"Mohammad K. Ebrahimpour","orcid":null},"institutions":[{"id":"https://openalex.org/I115566878","display_name":"Shahid Bahonar University of Kerman","ror":"https://ror.org/04zn42r77","country_code":"IR","type":"education","lineage":["https://openalex.org/I115566878"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Kazem Ebrahimpour","raw_affiliation_strings":["Department of Computer Engineering, Shahid Bahonar University of Kerman, Kerman, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Shahid Bahonar University of Kerman, Kerman, Iran","institution_ids":["https://openalex.org/I115566878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022710674","display_name":"Hamid Mirvaziri","orcid":"https://orcid.org/0000-0003-2863-3750"},"institutions":[{"id":"https://openalex.org/I115566878","display_name":"Shahid Bahonar University of Kerman","ror":"https://ror.org/04zn42r77","country_code":"IR","type":"education","lineage":["https://openalex.org/I115566878"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Hamid Mirvaziri","raw_affiliation_strings":["Department of Computer Engineering, Shahid Bahonar University of Kerman, Kerman, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Shahid Bahonar University of Kerman, Kerman, Iran","institution_ids":["https://openalex.org/I115566878"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018970423","display_name":"Vahid Sattari-Naeini","orcid":"https://orcid.org/0000-0002-4945-4551"},"institutions":[{"id":"https://openalex.org/I115566878","display_name":"Shahid Bahonar University of Kerman","ror":"https://ror.org/04zn42r77","country_code":"IR","type":"education","lineage":["https://openalex.org/I115566878"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Vahid Sattari-Naeini","raw_affiliation_strings":["Department of Computer Engineering, Shahid Bahonar University of Kerman, Kerman, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Shahid Bahonar University of Kerman, Kerman, Iran","institution_ids":["https://openalex.org/I115566878"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5022710674"],"corresponding_institution_ids":["https://openalex.org/I115566878"],"apc_list":null,"apc_paid":null,"fwci":0.7975,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.79311864,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9962000250816345,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6739345788955688},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.6509122848510742},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6268967390060425},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6261692643165588},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6088070869445801},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.5762122273445129},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5532544851303101},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5524507761001587},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5037345290184021},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.49657517671585083},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4955939054489136},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37355977296829224},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3295251131057739},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18197929859161377},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1806165874004364}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6739345788955688},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.6509122848510742},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6268967390060425},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6261692643165588},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6088070869445801},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.5762122273445129},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5532544851303101},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5524507761001587},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5037345290184021},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.49657517671585083},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4955939054489136},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37355977296829224},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3295251131057739},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18197929859161377},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1806165874004364},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/21681163.2017.1326847","is_oa":false,"landing_page_url":"https://doi.org/10.1080/21681163.2017.1326847","pdf_url":null,"source":{"id":"https://openalex.org/S2764763012","display_name":"Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization","issn_l":"2168-1163","issn":["2168-1163","2168-1171"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods in Biomechanics and Biomedical Engineering: Imaging &amp; Visualization","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1179917919","https://openalex.org/W1857080696","https://openalex.org/W1981585406","https://openalex.org/W1998865404","https://openalex.org/W2016931528","https://openalex.org/W2032477387","https://openalex.org/W2035626876","https://openalex.org/W2050997943","https://openalex.org/W2055284874","https://openalex.org/W2055783626","https://openalex.org/W2063780627","https://openalex.org/W2071379872","https://openalex.org/W2089927030","https://openalex.org/W2093447882","https://openalex.org/W2101207645","https://openalex.org/W2101771332","https://openalex.org/W2119077877","https://openalex.org/W2119479037","https://openalex.org/W2120580182","https://openalex.org/W2122111042","https://openalex.org/W2122436376","https://openalex.org/W2125055259","https://openalex.org/W2130878814","https://openalex.org/W2133458583","https://openalex.org/W2139212933","https://openalex.org/W2140190241","https://openalex.org/W2142594886","https://openalex.org/W2146507164","https://openalex.org/W2149447411","https://openalex.org/W2167101736","https://openalex.org/W2167866422","https://openalex.org/W2195092867","https://openalex.org/W2268103652","https://openalex.org/W4249475255","https://openalex.org/W4249947376","https://openalex.org/W4285719527","https://openalex.org/W4302187655"],"related_works":["https://openalex.org/W3176621072","https://openalex.org/W1514924336","https://openalex.org/W2382174632","https://openalex.org/W2129959498","https://openalex.org/W2784060934","https://openalex.org/W2902714807","https://openalex.org/W2537489131","https://openalex.org/W2394084632","https://openalex.org/W2358293514","https://openalex.org/W20047544"],"abstract_inverted_index":{"Breast":[0],"cancer":[1,171],"is":[2,39,155,163],"known":[3],"as":[4,126],"one":[5],"of":[6,11,56,62,116,152,160,167,176,203,209],"the":[7,18,54,60,81,100,104,114,147,150,165,174,180,201,204],"most":[8],"common":[9],"causes":[10],"mortality":[12],"among":[13],"women.":[14],"Early":[15],"detection":[16,25,64],"increases":[17],"patient\u2019s":[19],"chances":[20],"for":[21,96,194],"survival":[22],"while":[23],"late":[24],"may":[26],"lead":[27],"to":[28,52,79,131,143],"death.":[29],"Since":[30],"cancerous":[31],"and":[32,58,211],"normal":[33],"tissues":[34],"are":[35,73,107,138,184],"similar,":[36],"mammogram":[37],"analysis":[38],"still":[40],"a":[41,85,127],"challenging":[42],"research.":[43],"A":[44],"Computer-Aided":[45],"Detection/Diagnosis":[46],"(CADe/CADx)":[47],"system":[48],"can":[49],"be":[50],"beneficial":[51],"enhance":[53,80],"quality":[55],"mammograms":[57,76],"increase":[59],"accuracy":[61,210],"early":[63],"masses.":[65],"In":[66,146],"this":[67,161],"paper,":[68],"several":[69],"dimension":[70,153,168,212],"reduction":[71,154,169],"approaches":[72],"applied":[74],"on":[75,191],"in":[77,84,99,113,170,173,207],"order":[78],"prediction":[82],"power":[83],"typical":[86],"CADe":[87],"system.":[88],"The":[89,118,135,157,197],"first":[90,101],"approach":[91,149],"utilises":[92],"Continuous":[93],"Wavelet":[94],"Transform":[95],"feature":[97,128],"extraction":[98],"step":[102],"then,":[103],"extracted":[105],"features":[106,137],"fed":[108],"into":[109],"four":[110,188],"different":[111,141],"classifiers":[112,142],"terms":[115,208],"power.":[117],"second":[119],"method":[120],"uses":[121],"Fast":[122],"Correlation":[123],"Based":[124],"Filter":[125],"selection":[129],"technique":[130],"select":[132],"informative":[133],"features.":[134],"selected":[136],"evaluated":[139],"towards":[140],"classify":[144],"mammograms.":[145,177],"third":[148],"effect":[151],"analysed.":[156],"main":[158],"goal":[159],"paper":[162],"determining":[164],"role":[166],"classification":[172],"capacity":[175],"For":[178],"evaluating":[179],"proposed":[181,205],"methods,":[182],"they":[183],"compared":[185],"with":[186],"twenty":[187],"state-of-the-art":[189],"algorithms":[190],"Digital":[192],"Database":[193],"Screening":[195],"Mammography.":[196],"obtained":[198],"results":[199],"confirm":[200],"effectiveness":[202],"methods":[206],"reduction.":[213]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
