{"id":"https://openalex.org/W2067136649","doi":"https://doi.org/10.1109/memb.2005.1384102","title":"Characterization of architectural distortion in mammograms","display_name":"Characterization of architectural distortion in mammograms","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2067136649","doi":"https://doi.org/10.1109/memb.2005.1384102","mag":"2067136649","pmid":"https://pubmed.ncbi.nlm.nih.gov/15709538"},"language":"en","primary_location":{"id":"doi:10.1109/memb.2005.1384102","doi":"https://doi.org/10.1109/memb.2005.1384102","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memb.2005.1384102","pdf_url":null,"source":{"id":"https://openalex.org/S20334542","display_name":"IEEE Engineering in Medicine and Biology Magazine","issn_l":"0739-5175","issn":["0739-5175","1937-4186"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core"],"host_organization":"https://openalex.org/P4310322504","host_organization_name":"IEEE Engineering in Medicine and Biology Society","host_organization_lineage":["https://openalex.org/P4310322504","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Engineering in Medicine and Biology Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Engineering in Medicine and Biology Magazine","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5009630456","display_name":"F\u00e1bio J. Ayres","orcid":"https://orcid.org/0009-0000-6821-4687","observed_orcids":["https://orcid.org/0009-0000-6821-4687"]},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"F.J. Ayres","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Calgary, Canada","University of CALGARY, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"University of CALGARY, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007311400","display_name":"R.M. Rangayvan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"R.M. Rangayvan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, 2500 University Dr NW, Calgary, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, 2500 University Dr NW, Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I168635309"],"apc_list":null,"apc_paid":null,"fwci":3.5578,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.92368631,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"24","issue":"1","first_page":"59","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.875,"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":0.875,"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":0.04540000110864639,"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":0.041099999099969864,"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/architectural-distortion","display_name":"architectural distortion","score":0.9890000224113464},{"id":"https://openalex.org/keywords/mammography","display_name":"mammography","score":0.9269999861717224},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"breast cancer","score":0.6769999861717224},{"id":"https://openalex.org/keywords/phase-portraits","display_name":"phase portraits","score":0.7590000033378601},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.9190000295639038},{"id":"https://openalex.org/keywords/breast-parenchyma","display_name":"breast parenchyma","score":0.7009999752044678},{"id":"https://openalex.org/keywords/lesion-detection","display_name":"lesion detection","score":0.5640000104904175},{"id":"https://openalex.org/keywords/early-breast-cancer","display_name":"early breast cancer","score":0.6589999794960022}],"concepts":[{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.6363828778266907},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.5326293110847473},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.5224336981773376},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4486904740333557},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4260963201522827},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.36838793754577637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36476364731788635},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3224720060825348},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2976419925689697},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.29043301939964294},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.24621358513832092},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.17534035444259644},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.17022976279258728},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.13498982787132263},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1226256787776947},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.11119753122329712},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D011856","descriptor_name":"Radiographic Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","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":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/memb.2005.1384102","doi":"https://doi.org/10.1109/memb.2005.1384102","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memb.2005.1384102","pdf_url":null,"source":{"id":"https://openalex.org/S20334542","display_name":"IEEE Engineering in Medicine and Biology Magazine","issn_l":"0739-5175","issn":["0739-5175","1937-4186"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core"],"host_organization":"https://openalex.org/P4310322504","host_organization_name":"IEEE Engineering in Medicine and Biology Society","host_organization_lineage":["https://openalex.org/P4310322504","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Engineering in Medicine and Biology Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Engineering in Medicine and Biology Magazine","raw_type":"journal-article"},{"id":"pmid:15709538","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/15709538","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,"listed_in":[],"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":"IEEE engineering in medicine and biology magazine : the quarterly magazine of the Engineering in Medicine & Biology Society","raw_type":"Comparative Study"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5683000087738037,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W396078583","https://openalex.org/W402813564","https://openalex.org/W586479486","https://openalex.org/W1493412099","https://openalex.org/W1495971627","https://openalex.org/W1506281249","https://openalex.org/W1968517472","https://openalex.org/W1974876475","https://openalex.org/W1975855047","https://openalex.org/W1988264599","https://openalex.org/W1991605728","https://openalex.org/W2014408515","https://openalex.org/W2016369756","https://openalex.org/W2019245842","https://openalex.org/W2045870530","https://openalex.org/W2078710233","https://openalex.org/W2088542288","https://openalex.org/W2093282926","https://openalex.org/W2095763139","https://openalex.org/W2101583233","https://openalex.org/W2109200236","https://openalex.org/W2109871600","https://openalex.org/W2115382814","https://openalex.org/W2118064011","https://openalex.org/W2119077877","https://openalex.org/W2125148312","https://openalex.org/W2130344308","https://openalex.org/W2137475834","https://openalex.org/W2149152304","https://openalex.org/W2156457596","https://openalex.org/W2159318977","https://openalex.org/W2159996541","https://openalex.org/W2164585709","https://openalex.org/W2514575318","https://openalex.org/W3119661798","https://openalex.org/W4244494905"],"related_works":["https://openalex.org/W1984374046","https://openalex.org/W2059483270","https://openalex.org/W4286856866","https://openalex.org/W2533636471","https://openalex.org/W2169512939","https://openalex.org/W2480492606","https://openalex.org/W2486659465","https://openalex.org/W2138857412","https://openalex.org/W2017264416","https://openalex.org/W7095912828"],"abstract_inverted_index":{"The":[0,95],"analysis":[1],"of":[2,13,26,28,47,55,71,78,131,133],"mammograms":[3,88],"is":[4,34,93],"a":[5,35,48,81,115,121],"difficult":[6],"task":[7],"due":[8],"to":[9,22,40,61,83,124],"the":[10,24,45,53,76,100,129],"subtle":[11],"appearance":[12],"some":[14],"lesions.":[15],"Computer-aided":[16],"diagnosis":[17],"(CAD)":[18],"have":[19,127],"been":[20],"shown":[21],"improve":[23],"sensitivity":[25],"detection":[27,54,132],"masses":[29,136],"and":[30,110,135],"calcifications;":[31],"however,":[32],"there":[33],"need":[36],"for":[37,66],"dedicated":[38],"methods":[39],"detect":[41],"architectural":[42,56,85,108],"distortion":[43,57,86,109],"in":[44,52,63,87,120],"absence":[46],"central":[49],"mass.":[50],"Improvement":[51],"may":[58],"be":[59,118],"expected":[60],"result":[62],"better":[64],"prognosis":[65],"patients":[67],"with":[68,137],"early":[69],"stages":[70,130],"breast":[72],"cancer.":[73],"By":[74],"employing":[75],"concept":[77],"phase":[79],"portraits,":[80],"method":[82],"characterize":[84],"using":[89],"texture":[90],"orientation":[91],"fields":[92],"presented.":[94],"results":[96],"obtained":[97],"show":[98],"that":[99,126],"proposed":[101],"technique":[102,116],"can":[103],"achieve":[104],"good":[105],"discrimination":[106],"between":[107],"other":[111],"parenchymal":[112],"patterns.":[113],"Such":[114],"would":[117],"applicable,":[119],"CAD":[122],"system,":[123],"images":[125],"cleared":[128],"calcifications":[134],"no":[138],"positive":[139],"findings.":[140]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":5}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2016-06-24T00:00:00"}
