{"id":"https://openalex.org/W2948144128","doi":"https://doi.org/10.1007/s10462-019-09722-7","title":"Computer aided detection in automated 3-D breast ultrasound images: a survey","display_name":"Computer aided detection in automated 3-D breast ultrasound images: a survey","publication_year":2019,"publication_date":"2019-06-04","ids":{"openalex":"https://openalex.org/W2948144128","doi":"https://doi.org/10.1007/s10462-019-09722-7","mag":"2948144128"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-019-09722-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-019-09722-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-019-09722-7.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10462-019-09722-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067161020","display_name":"Ehsan Kozegar","orcid":"https://orcid.org/0000-0002-1575-0651"},"institutions":[{"id":"https://openalex.org/I877176835","display_name":"University of Guilan","ror":"https://ror.org/01bdr6121","country_code":"IR","type":"education","lineage":["https://openalex.org/I877176835"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ehsan Kozegar","raw_affiliation_strings":["University of Guilan, Guilan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Guilan, Guilan, Iran","institution_ids":["https://openalex.org/I877176835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012071123","display_name":"Mohsen Soryani","orcid":"https://orcid.org/0000-0002-8555-9617"},"institutions":[{"id":"https://openalex.org/I67009956","display_name":"Iran University of Science and Technology","ror":"https://ror.org/01jw2p796","country_code":"IR","type":"education","lineage":["https://openalex.org/I67009956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohsen Soryani","raw_affiliation_strings":["School of Computer Engineering, Iran University of Science and Technology, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Iran University of Science and Technology, Tehran, Iran","institution_ids":["https://openalex.org/I67009956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013520442","display_name":"Hamid Behnam","orcid":"https://orcid.org/0000-0002-1698-5284"},"institutions":[{"id":"https://openalex.org/I67009956","display_name":"Iran University of Science and Technology","ror":"https://ror.org/01jw2p796","country_code":"IR","type":"education","lineage":["https://openalex.org/I67009956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hamid Behnam","raw_affiliation_strings":["School of Electrical Engineering, Iran University of Science and Technology, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Iran University of Science and Technology, Tehran, Iran","institution_ids":["https://openalex.org/I67009956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110534095","display_name":"Masoumeh Salamati","orcid":null},"institutions":[{"id":"https://openalex.org/I202419968","display_name":"Royan Institute","ror":"https://ror.org/02exhb815","country_code":"IR","type":"nonprofit","lineage":["https://openalex.org/I202419968"]},{"id":"https://openalex.org/I2802694670","display_name":"Academic Center for Education, Culture and Research","ror":"https://ror.org/0126z4b94","country_code":"IR","type":"nonprofit","lineage":["https://openalex.org/I2802694670"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Masoumeh Salamati","raw_affiliation_strings":["Department of Reproductive Imaging, Reproductive Bio-medicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Reproductive Imaging, Reproductive Bio-medicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran","institution_ids":["https://openalex.org/I202419968","https://openalex.org/I2802694670"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101628586","display_name":"Tao Tan","orcid":"https://orcid.org/0000-0002-5573-1105"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Tao Tan","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101628586"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":3.5297,"has_fulltext":true,"cited_by_count":48,"citation_normalized_percentile":{"value":0.94166376,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"53","issue":"3","first_page":"1919","last_page":"1941"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9995999932289124,"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":0.9995999932289124,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9962999820709229,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9891999959945679,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7726414203643799},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.733971118927002},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.6943362355232239},{"id":"https://openalex.org/keywords/breast-ultrasound","display_name":"Breast ultrasound","score":0.6901289224624634},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.6285548210144043},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.6270854473114014},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.554180920124054},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.44041168689727783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43599557876586914},{"id":"https://openalex.org/keywords/breast-imaging","display_name":"Breast imaging","score":0.4210144877433777},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3395925760269165},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32717981934547424},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.26186591386795044}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7726414203643799},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.733971118927002},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.6943362355232239},{"id":"https://openalex.org/C2777423100","wikidata":"https://www.wikidata.org/wiki/Q1888238","display_name":"Breast ultrasound","level":5,"score":0.6901289224624634},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6285548210144043},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.6270854473114014},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.554180920124054},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.44041168689727783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43599557876586914},{"id":"https://openalex.org/C2777432617","wikidata":"https://www.wikidata.org/wiki/Q22905905","display_name":"Breast imaging","level":5,"score":0.4210144877433777},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3395925760269165},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32717981934547424},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.26186591386795044},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s10462-019-09722-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-019-09722-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-019-09722-7.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},{"id":"pmh:oai:pure.tue.nl:openaire/80801112-26bf-466a-b687-7ee463e57458","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/80801112-26bf-466a-b687-7ee463e57458","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kozegar, E, Soryani, M, Behnam, H, Salamati, M & Tan, T 2020, 'Computer aided detection in automated 3-D breast ultrasound images : a survey', Artificial Intelligence Review, vol. 53, no. 3, pp. 1919-1941. https://doi.org/10.1007/s10462-019-09722-7","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:tue:oai:pure.tue.nl:publications/80801112-26bf-466a-b687-7ee463e57458","is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/80801112-26bf-466a-b687-7ee463e57458","pdf_url":"https://research.tue.nl/nl/publications/80801112-26bf-466a-b687-7ee463e57458","source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Artificial Intelligence Review, 53(3), 1919 - 1941. Springer","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:912034","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=912034","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:0269-2821","raw_type":"Article / Letter to the editor"},{"id":"pmh:oai:library.tue.nl:912034","is_oa":false,"landing_page_url":"http://repository.tue.nl/912034","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:0269-2821","raw_type":"Article / Letter to the editor"}],"best_oa_location":{"id":"doi:10.1007/s10462-019-09722-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-019-09722-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-019-09722-7.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2948144128.pdf","grobid_xml":"https://content.openalex.org/works/W2948144128.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1522734439","https://openalex.org/W1901129140","https://openalex.org/W1902858343","https://openalex.org/W1968409849","https://openalex.org/W1972626213","https://openalex.org/W1988819287","https://openalex.org/W1989633043","https://openalex.org/W1990318218","https://openalex.org/W1990592615","https://openalex.org/W1995985336","https://openalex.org/W1996368241","https://openalex.org/W2002625329","https://openalex.org/W2030434759","https://openalex.org/W2035248615","https://openalex.org/W2056370875","https://openalex.org/W2060005420","https://openalex.org/W2066717182","https://openalex.org/W2069575661","https://openalex.org/W2076771159","https://openalex.org/W2084922904","https://openalex.org/W2096413230","https://openalex.org/W2096945460","https://openalex.org/W2097802970","https://openalex.org/W2108149355","https://openalex.org/W2108310582","https://openalex.org/W2121919130","https://openalex.org/W2125527601","https://openalex.org/W2130094715","https://openalex.org/W2147230278","https://openalex.org/W2153663612","https://openalex.org/W2154053567","https://openalex.org/W2171259305","https://openalex.org/W2188927112","https://openalex.org/W2235523093","https://openalex.org/W2240965754","https://openalex.org/W2395611524","https://openalex.org/W2415059400","https://openalex.org/W2490301559","https://openalex.org/W2552701899","https://openalex.org/W2580262276","https://openalex.org/W2606179652","https://openalex.org/W2744692634","https://openalex.org/W2786886463","https://openalex.org/W2790655050","https://openalex.org/W2884833628","https://openalex.org/W2889970970","https://openalex.org/W2963881378","https://openalex.org/W3125108048","https://openalex.org/W4205938777","https://openalex.org/W4252292093","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3097773984","https://openalex.org/W4287662262","https://openalex.org/W3175838133","https://openalex.org/W3138336733","https://openalex.org/W2769805676","https://openalex.org/W2043489363","https://openalex.org/W1967297586","https://openalex.org/W1983939307","https://openalex.org/W3088585410","https://openalex.org/W4308639190"],"abstract_inverted_index":{"Nowadays,":[0],"breast":[1,20,46],"cancer":[2,8,21,34],"is":[3,22,50,78,125],"the":[4,14,17,27,128,141],"leading":[5],"cause":[6],"of":[7,19,26,62,132,143,153,157],"death":[9],"for":[10,69,81,122,130],"women":[11,70],"all":[12],"over":[13],"world.":[15],"Since":[16],"reason":[18],"unknown,":[23],"early":[24],"detection":[25,92],"disease":[28],"plays":[29],"an":[30,65],"important":[31],"role":[32],"in":[33,151],"control,":[35],"saving":[36],"lives":[37],"and":[38,53,83,110,127,137,148,155],"reducing":[39],"costs.":[40],"Among":[41],"different":[42,119],"modalities,":[43],"automated":[44],"3-D":[45],"ultrasound":[47],"(3-D":[48],"ABUS)":[49],"a":[51,60,99,115],"new":[52],"effective":[54],"imaging":[55],"modality":[56],"which":[57],"has":[58],"attracted":[59],"lot":[61],"interest":[63],"as":[64,98],"adjunct":[66],"to":[67,102,105],"mammography":[68],"with":[71],"dense":[72],"breasts.":[73],"However,":[74],"reading":[75],"ABUS":[76,123],"images":[77,124],"time":[79],"consuming":[80],"radiologists":[82,104],"subtle":[84],"abnormalities":[85],"may":[86],"be":[87,96],"overlooked.":[88],"Hence,":[89],"computer":[90],"aided":[91],"(CADe)":[93],"systems":[94,121,145],"can":[95],"utilized":[97],"second":[100],"interpreter":[101],"assist":[103],"increase":[106],"their":[107,149],"screening":[108],"speed":[109],"sensitivity.":[111],"In":[112,139],"this":[113],"paper,":[114],"general":[116],"architecture":[117],"representing":[118],"CADe":[120],"introduced":[126],"approaches":[129],"implementation":[131],"each":[133],"block":[134],"are":[135,146,162],"categorized":[136],"reviewed.":[138],"addition,":[140],"limitations":[142],"these":[144],"discussed":[147],"performance":[150],"terms":[152],"sensitivity":[154],"number":[156],"false":[158],"positives":[159],"per":[160],"volume":[161],"compared.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
