{"id":"https://openalex.org/W2918484047","doi":"https://doi.org/10.1109/tencon.2018.8650376","title":"Automatic System for Detecting Invasive Ductal Carcinoma Using Convolutional Neural Networks","display_name":"Automatic System for Detecting Invasive Ductal Carcinoma Using Convolutional Neural Networks","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2918484047","doi":"https://doi.org/10.1109/tencon.2018.8650376","mag":"2918484047"},"language":"en","primary_location":{"id":"doi:10.1109/tencon.2018.8650376","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon.2018.8650376","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2018 - 2018 IEEE Region 10 Conference","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/A5069659637","display_name":"Md. Jamil-Ur Rahman","orcid":null},"institutions":[{"id":"https://openalex.org/I17477748","display_name":"Rajshahi University of Engineering and Technology","ror":"https://ror.org/049ysg747","country_code":"BD","type":"education","lineage":["https://openalex.org/I17477748"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md. Jamil-Ur Rahman","raw_affiliation_strings":["Department of Computer Science and Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh","institution_ids":["https://openalex.org/I17477748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068116325","display_name":"Rafi Ibn Sultan","orcid":null},"institutions":[{"id":"https://openalex.org/I17477748","display_name":"Rajshahi University of Engineering and Technology","ror":"https://ror.org/049ysg747","country_code":"BD","type":"education","lineage":["https://openalex.org/I17477748"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Rafi Ibn Sultan","raw_affiliation_strings":["Department of Computer Science and Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh","institution_ids":["https://openalex.org/I17477748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053637552","display_name":"Firoz Mahmud","orcid":"https://orcid.org/0000-0002-3814-251X"},"institutions":[{"id":"https://openalex.org/I17477748","display_name":"Rajshahi University of Engineering and Technology","ror":"https://ror.org/049ysg747","country_code":"BD","type":"education","lineage":["https://openalex.org/I17477748"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Firoz Mahmud","raw_affiliation_strings":["Department of Computer Science and Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh","institution_ids":["https://openalex.org/I17477748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050285645","display_name":"Sazid Al Ahsan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sazid Al Ahsan","raw_affiliation_strings":["Department of Computer Science and Engineering, Military Institute of Science and Technology, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Military Institute of Science and Technology, Dhaka, Bangladesh","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101846635","display_name":"Abdul Matin","orcid":"https://orcid.org/0000-0002-2680-3544"},"institutions":[{"id":"https://openalex.org/I17477748","display_name":"Rajshahi University of Engineering and Technology","ror":"https://ror.org/049ysg747","country_code":"BD","type":"education","lineage":["https://openalex.org/I17477748"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Abdul Matin","raw_affiliation_strings":["Department of Computer Science and Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh","institution_ids":["https://openalex.org/I17477748"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069659637"],"corresponding_institution_ids":["https://openalex.org/I17477748"],"apc_list":null,"apc_paid":null,"fwci":0.6769,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.78893722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"0673","last_page":"0678"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":1.0,"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":1.0,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9876999855041504,"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":0.9810000061988831,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8304767608642578},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.658212423324585},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6491608023643494},{"id":"https://openalex.org/keywords/invasive-ductal-carcinoma","display_name":"Invasive ductal carcinoma","score":0.6236213445663452},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.6075804233551025},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.551480770111084},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5177987813949585},{"id":"https://openalex.org/keywords/ductal-carcinoma","display_name":"Ductal carcinoma","score":0.4963410496711731},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4790550470352173},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.43711358308792114},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42699557542800903},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21853891015052795},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.12074598670005798}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8304767608642578},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.658212423324585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6491608023643494},{"id":"https://openalex.org/C3020375857","wikidata":"https://www.wikidata.org/wiki/Q1671685","display_name":"Invasive ductal carcinoma","level":4,"score":0.6236213445663452},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6075804233551025},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.551480770111084},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5177987813949585},{"id":"https://openalex.org/C2780862961","wikidata":"https://www.wikidata.org/wiki/Q5311598","display_name":"Ductal carcinoma","level":4,"score":0.4963410496711731},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4790550470352173},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.43711358308792114},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42699557542800903},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21853891015052795},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.12074598670005798},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tencon.2018.8650376","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon.2018.8650376","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2018 - 2018 IEEE Region 10 Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8100000023841858,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W22040386","https://openalex.org/W1498436455","https://openalex.org/W1516417927","https://openalex.org/W1523493493","https://openalex.org/W1533861849","https://openalex.org/W1584308190","https://openalex.org/W1656766859","https://openalex.org/W1677573439","https://openalex.org/W1687157824","https://openalex.org/W1901129140","https://openalex.org/W1941659294","https://openalex.org/W1986685116","https://openalex.org/W1995460724","https://openalex.org/W2015861736","https://openalex.org/W2016043834","https://openalex.org/W2056499382","https://openalex.org/W2062177968","https://openalex.org/W2085721351","https://openalex.org/W2095705004","https://openalex.org/W2107901014","https://openalex.org/W2117510288","https://openalex.org/W2134993189","https://openalex.org/W2137664016","https://openalex.org/W2147800946","https://openalex.org/W2163605009","https://openalex.org/W2180748755","https://openalex.org/W2504150216","https://openalex.org/W2554892747","https://openalex.org/W2592929672","https://openalex.org/W2770241596","https://openalex.org/W2917423152","https://openalex.org/W4300485340","https://openalex.org/W6600284362","https://openalex.org/W6600893292","https://openalex.org/W6631319189","https://openalex.org/W6631943919","https://openalex.org/W6635269506","https://openalex.org/W6639824700","https://openalex.org/W6674330103","https://openalex.org/W6684191040","https://openalex.org/W6746693533","https://openalex.org/W7016150859"],"related_works":["https://openalex.org/W4308631024","https://openalex.org/W2089969489","https://openalex.org/W2255866468","https://openalex.org/W3029777594","https://openalex.org/W2360615271","https://openalex.org/W2896408981","https://openalex.org/W4210639371","https://openalex.org/W2391796841","https://openalex.org/W4236264508","https://openalex.org/W4255493010"],"abstract_inverted_index":{"Invasive":[0],"ductal":[1],"carcinoma":[2],"(IDC)":[3],"is":[4,30,61,88,130,133],"the":[5,38,44,69,97,108,115,123,169,172],"most":[6],"common":[7],"type":[8,79],"of":[9,17,47,59,80,85,102,111,114,139,146,149,158,171],"breast":[10,81,103],"cancer.":[11,82],"Every":[12],"year":[13],"a":[14,31,62,119,136],"numerous":[15],"number":[16,138],"women":[18],"in":[19,160],"this":[20,78,86],"world":[21],"are":[22],"diagnosed":[23,151],"as":[24,37],"having":[25],"IDC.":[26,54,153],"Accurately":[27],"detecting":[28],"IDC":[29,60,112,176],"time":[32],"consuming":[33],"and":[34,56,117],"challenging":[35],"task":[36],"pathologists":[39],"need":[40],"to":[41,67,89,106,167],"focus":[42],"on":[43,122,175],"specific":[45],"regions":[46],"whole":[48,98,140],"slide":[49,100,141],"images":[50,101],"(WSI)":[51],"that":[52,73,94],"contain":[53],"Precise":[55],"early":[57],"diagnosis":[58],"must":[63],"because":[64],"it":[65],"helps":[66],"estimate":[68],"subsequent":[70],"tumor":[71],"aggressiveness":[72],"can":[74],"be":[75],"caused":[76],"by":[77],"The":[83,143],"goal":[84],"research":[87],"create":[90],"an":[91,156],"automated":[92],"system":[93],"will":[95],"analyze":[96],"mount":[99],"cancer":[104],"specimens":[105],"indicate":[107],"exact":[109],"positions":[110],"inside":[113],"slides":[116],"give":[118],"decision":[120],"based":[121],"results.":[124],"A":[125],"multilayered":[126],"convolutional":[127,164],"neural":[128,165],"network":[129,166],"designed":[131],"which":[132],"trained":[134],"over":[135],"large":[137],"images.":[142],"dataset":[144],"consists":[145],"162":[147],"cases":[148],"patients":[150],"with":[152],"We":[154],"found":[155],"accuracy":[157],"89.34%":[159],"f1":[161],"score":[162],"using":[163],"achieve":[168],"state":[170],"art":[173],"result":[174],"classification.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
