{"id":"https://openalex.org/W4401797130","doi":"https://doi.org/10.1109/isbi56570.2024.10635827","title":"Features Fusion For Dual-View Mammography Mass Detection","display_name":"Features Fusion For Dual-View Mammography Mass Detection","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401797130","doi":"https://doi.org/10.1109/isbi56570.2024.10635827"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635827","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635827","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","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/A5016674381","display_name":"Arina Varlamova","orcid":"https://orcid.org/0000-0001-6793-608X"},"institutions":[{"id":"https://openalex.org/I2802091258","display_name":"Third Way","ror":"https://ror.org/047vwpj87","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802091258"]},{"id":"https://openalex.org/I4210110713","display_name":"Opinion (Norway)","ror":"https://ror.org/01z1jq781","country_code":"NO","type":"company","lineage":["https://openalex.org/I4210110713"]}],"countries":["NO","US"],"is_corresponding":false,"raw_author_name":"Arina Varlamova","raw_affiliation_strings":["Third Opinion Platform"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Third Opinion Platform","institution_ids":["https://openalex.org/I2802091258","https://openalex.org/I4210110713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095912781","display_name":"Valery Belotsky","orcid":null},"institutions":[{"id":"https://openalex.org/I2802091258","display_name":"Third Way","ror":"https://ror.org/047vwpj87","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802091258"]},{"id":"https://openalex.org/I4210110713","display_name":"Opinion (Norway)","ror":"https://ror.org/01z1jq781","country_code":"NO","type":"company","lineage":["https://openalex.org/I4210110713"]}],"countries":["NO","US"],"is_corresponding":false,"raw_author_name":"Valery Belotsky","raw_affiliation_strings":["Third Opinion Platform"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Third Opinion Platform","institution_ids":["https://openalex.org/I2802091258","https://openalex.org/I4210110713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005530514","display_name":"Grigory Novikov","orcid":null},"institutions":[{"id":"https://openalex.org/I2802091258","display_name":"Third Way","ror":"https://ror.org/047vwpj87","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802091258"]},{"id":"https://openalex.org/I4210110713","display_name":"Opinion (Norway)","ror":"https://ror.org/01z1jq781","country_code":"NO","type":"company","lineage":["https://openalex.org/I4210110713"]}],"countries":["NO","US"],"is_corresponding":false,"raw_author_name":"Grigory Novikov","raw_affiliation_strings":["Third Opinion Platform"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Third Opinion Platform","institution_ids":["https://openalex.org/I2802091258","https://openalex.org/I4210110713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065787419","display_name":"Anton Konushin","orcid":"https://orcid.org/0000-0002-6152-0021"},"institutions":[{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Anton Konushin","raw_affiliation_strings":["Higher School of Economics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Higher School of Economics","institution_ids":["https://openalex.org/I118501908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113190720","display_name":"Evgeny Sidorov","orcid":null},"institutions":[{"id":"https://openalex.org/I2802091258","display_name":"Third Way","ror":"https://ror.org/047vwpj87","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802091258"]},{"id":"https://openalex.org/I4210110713","display_name":"Opinion (Norway)","ror":"https://ror.org/01z1jq781","country_code":"NO","type":"company","lineage":["https://openalex.org/I4210110713"]}],"countries":["NO","US"],"is_corresponding":false,"raw_author_name":"Evgeny Sidorov","raw_affiliation_strings":["Third Opinion Platform"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Third Opinion Platform","institution_ids":["https://openalex.org/I2802091258","https://openalex.org/I4210110713"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1097159,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9790999889373779,"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":0.9790999889373779,"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":0.7104933261871338},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5946446061134338},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.5905449390411377},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5130997896194458},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.44428619742393494},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3920101523399353},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3303306996822357},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12213912606239319},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.11167806386947632},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.07548987865447998},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.06919965147972107}],"concepts":[{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.7104933261871338},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5946446061134338},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5905449390411377},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5130997896194458},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.44428619742393494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3920101523399353},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3303306996822357},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12213912606239319},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.11167806386947632},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.07548987865447998},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.06919965147972107},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635827","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635827","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W41027960","https://openalex.org/W177004468","https://openalex.org/W2045331387","https://openalex.org/W2565639579","https://openalex.org/W2955425717","https://openalex.org/W3017276384","https://openalex.org/W3035230119","https://openalex.org/W3096609285","https://openalex.org/W3122239467","https://openalex.org/W3128646645","https://openalex.org/W3162189952","https://openalex.org/W3165188369","https://openalex.org/W4312385065","https://openalex.org/W4312815172","https://openalex.org/W4312894406","https://openalex.org/W4312960790","https://openalex.org/W4383892542","https://openalex.org/W6762718338","https://openalex.org/W6784094891","https://openalex.org/W6804552856"],"related_works":["https://openalex.org/W1514924336","https://openalex.org/W2002967116","https://openalex.org/W2024400191","https://openalex.org/W2024878248","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W2515288625","https://openalex.org/W3214791684","https://openalex.org/W2353265673","https://openalex.org/W2152662039"],"abstract_inverted_index":{"Detection":[0],"of":[1,64,139],"malignant":[2],"lesions":[3,140],"on":[4,74,85,97,115,135],"mammography":[5,66],"images":[6,18],"is":[7,92],"extremely":[8],"important":[9],"for":[10,40],"early":[11],"breast":[12],"cancer":[13],"diagnosis.":[14],"In":[15,50],"clinical":[16],"practice,":[17],"are":[19],"acquired":[20],"from":[21,31],"two":[22],"different":[23],"angles,":[24],"and":[25,100,137],"radiologists":[26],"can":[27],"fully":[28],"utilize":[29],"information":[30,45,71],"both":[32,65],"views,":[33],"simultaneously":[34,68],"locating":[35],"the":[36,62,93,116,122],"same":[37],"lesion.":[38],"However,":[39],"automatic":[41],"detection":[42,104],"approaches":[43],"such":[44,131],"fusion":[46],"remains":[47],"a":[48,55,86],"challenge.":[49],"this":[51],"paper,":[52],"we":[53],"propose":[54],"new":[56,128],"model":[57],"called":[58],"MAMM-Net,":[59],"which":[60],"allows":[61],"processing":[63],"views":[67],"by":[69],"sharing":[70],"not":[72],"only":[73],"an":[75],"object":[76],"level,":[77],"as":[78,132],"seen":[79],"in":[80],"existing":[81],"works,":[82],"but":[83],"also":[84],"feature":[87],"level.":[88],"MAMM-Net\u2019s":[89],"key":[90],"component":[91],"Fusion":[94],"Layer,":[95],"based":[96],"deformable":[98],"attention":[99],"designed":[101],"to":[102,121],"increase":[103],"precision":[105],"while":[106,126],"keeping":[107],"high":[108],"recall.":[109],"Our":[110],"experiments":[111],"show":[112],"superior":[113],"performance":[114],"public":[117],"DDSM":[118],"dataset":[119],"compared":[120],"previous":[123],"state-of-the-art":[124],"model,":[125],"introducing":[127],"helpful":[129],"features":[130],"lesion":[133],"annotation":[134],"pixel-level":[136],"classification":[138],"malignancy.":[141]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
