{"id":"https://openalex.org/W4389332246","doi":"https://doi.org/10.1109/icumt61075.2023.10333297","title":"DMRBNet: Dilated Multi-Scale Residual Block-Based Deep Network for Detection of Breast Cancer from MRI Images","display_name":"DMRBNet: Dilated Multi-Scale Residual Block-Based Deep Network for Detection of Breast Cancer from MRI Images","publication_year":2023,"publication_date":"2023-10-30","ids":{"openalex":"https://openalex.org/W4389332246","doi":"https://doi.org/10.1109/icumt61075.2023.10333297"},"language":"en","primary_location":{"id":"doi:10.1109/icumt61075.2023.10333297","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt61075.2023.10333297","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","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/A5102587760","display_name":"Himanshi Sinha","orcid":null},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Himanshi Sinha","raw_affiliation_strings":["Amity University,Computer Science and Engineering,Noida,Uttar Pradesh,India","Computer Science and Engineering, Amity University, Noida, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Amity University,Computer Science and Engineering,Noida,Uttar Pradesh,India","institution_ids":["https://openalex.org/I191972202"]},{"raw_affiliation_string":"Computer Science and Engineering, Amity University, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089852424","display_name":"Mohan Karnati","orcid":"https://orcid.org/0000-0002-1346-4950"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]},{"id":"https://openalex.org/I4210126505","display_name":"Amity University","ror":"https://ror.org/02exxtn84","country_code":"AE","type":"education","lineage":["https://openalex.org/I191972202","https://openalex.org/I4210126505"]}],"countries":["AE","IN"],"is_corresponding":false,"raw_author_name":"Mohan Karnati","raw_affiliation_strings":["Amity Centre for Artificial Intelligence, Amity University,Noida,Uttar Pradesh,India","Amity Centre for Artificial Intelligence, Amity University, Noida, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Amity Centre for Artificial Intelligence, Amity University,Noida,Uttar Pradesh,India","institution_ids":["https://openalex.org/I191972202","https://openalex.org/I4210126505"]},{"raw_affiliation_string":"Amity Centre for Artificial Intelligence, Amity University, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108883163","display_name":"Garmia Aggarwal","orcid":null},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Garmia Aggarwal","raw_affiliation_strings":["Amity University,Computer Science and Engineering,Noida,Uttar Pradesh,India","Computer Science and Engineering, Amity University, Noida, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Amity University,Computer Science and Engineering,Noida,Uttar Pradesh,India","institution_ids":["https://openalex.org/I191972202"]},{"raw_affiliation_string":"Computer Science and Engineering, Amity University, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038343229","display_name":"Malay Kishore Dutta","orcid":"https://orcid.org/0000-0003-2462-737X"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]},{"id":"https://openalex.org/I4210126505","display_name":"Amity University","ror":"https://ror.org/02exxtn84","country_code":"AE","type":"education","lineage":["https://openalex.org/I191972202","https://openalex.org/I4210126505"]}],"countries":["AE","IN"],"is_corresponding":false,"raw_author_name":"Malay Kishore Dutta","raw_affiliation_strings":["Amity Centre for Artificial Intelligence, Amity University,Noida,Uttar Pradesh,India","Amity Centre for Artificial Intelligence, Amity University, Noida, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Amity Centre for Artificial Intelligence, Amity University,Noida,Uttar Pradesh,India","institution_ids":["https://openalex.org/I191972202","https://openalex.org/I4210126505"]},{"raw_affiliation_string":"Amity Centre for Artificial Intelligence, Amity University, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006353589","display_name":"Anzhelika Mezina","orcid":"https://orcid.org/0000-0001-8965-6193"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Anzhelika Mezina","raw_affiliation_strings":["Brno University of Technology,Faculty of Electrical Engineering,Department of Telecommunications,Czechia","Department of Telecommunications, Faculty of Electrical Engineering, Brno University of Technology, Czechia"],"affiliations":[{"raw_affiliation_string":"Brno University of Technology,Faculty of Electrical Engineering,Department of Telecommunications,Czechia","institution_ids":["https://openalex.org/I60587646"]},{"raw_affiliation_string":"Department of Telecommunications, Faculty of Electrical Engineering, Brno University of Technology, Czechia","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036042625","display_name":"Radim B\u00fcrget","orcid":"https://orcid.org/0000-0003-1849-5390"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Radim Burget","raw_affiliation_strings":["Brno University of Technology,Faculty of Electrical Engineering,Department of Telecommunications,Czechia","Department of Telecommunications, Faculty of Electrical Engineering, Brno University of Technology, Czechia"],"affiliations":[{"raw_affiliation_string":"Brno University of Technology,Faculty of Electrical Engineering,Department of Telecommunications,Czechia","institution_ids":["https://openalex.org/I60587646"]},{"raw_affiliation_string":"Department of Telecommunications, Faculty of Electrical Engineering, Brno University of Technology, Czechia","institution_ids":["https://openalex.org/I60587646"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102587760"],"corresponding_institution_ids":["https://openalex.org/I191972202"],"apc_list":null,"apc_paid":null,"fwci":0.1751,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58232586,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"38","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.7382408380508423},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6544089317321777},{"id":"https://openalex.org/keywords/malignancy","display_name":"Malignancy","score":0.6399529576301575},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.634042501449585},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5928940176963806},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5845229625701904},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.558811366558075},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.512915849685669},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4894491732120514},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46040308475494385},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4426336884498596},{"id":"https://openalex.org/keywords/biopsy","display_name":"Biopsy","score":0.4308265745639801},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42587780952453613},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.42133045196533203},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3594071865081787},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3265194892883301},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.19744187593460083},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11484357714653015},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10810652375221252}],"concepts":[{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.7382408380508423},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6544089317321777},{"id":"https://openalex.org/C2779399171","wikidata":"https://www.wikidata.org/wiki/Q1483951","display_name":"Malignancy","level":2,"score":0.6399529576301575},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.634042501449585},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5928940176963806},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5845229625701904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.558811366558075},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.512915849685669},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4894491732120514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46040308475494385},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4426336884498596},{"id":"https://openalex.org/C2775934546","wikidata":"https://www.wikidata.org/wiki/Q179991","display_name":"Biopsy","level":2,"score":0.4308265745639801},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42587780952453613},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.42133045196533203},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3594071865081787},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3265194892883301},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.19744187593460083},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11484357714653015},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10810652375221252},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icumt61075.2023.10333297","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt61075.2023.10333297","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G1522886685","display_name":null,"funder_award_id":"VK01010153","funder_id":"https://openalex.org/F4320311333","funder_display_name":"Ministerstvo Vnitra \u010cesk\u00e9 Republiky"}],"funders":[{"id":"https://openalex.org/F4320311333","display_name":"Ministerstvo Vnitra \u010cesk\u00e9 Republiky","ror":"https://ror.org/05w1nn565"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1884191083","https://openalex.org/W2067794541","https://openalex.org/W2093400823","https://openalex.org/W2112796928","https://openalex.org/W2141858399","https://openalex.org/W2168140453","https://openalex.org/W2216351247","https://openalex.org/W2253429366","https://openalex.org/W2310149530","https://openalex.org/W2475079525","https://openalex.org/W2510224130","https://openalex.org/W2535118350","https://openalex.org/W2560617289","https://openalex.org/W2586089970","https://openalex.org/W2598068963","https://openalex.org/W2599188074","https://openalex.org/W2736530511","https://openalex.org/W2743635406","https://openalex.org/W2794622599","https://openalex.org/W2795061970","https://openalex.org/W2899350386","https://openalex.org/W2929959569","https://openalex.org/W2972214381","https://openalex.org/W3119833370","https://openalex.org/W3128646645","https://openalex.org/W3197387376","https://openalex.org/W3216554752","https://openalex.org/W4281735932","https://openalex.org/W4296558638","https://openalex.org/W4298144992","https://openalex.org/W4320001418","https://openalex.org/W4382877278"],"related_works":["https://openalex.org/W2560215812","https://openalex.org/W2949601986","https://openalex.org/W4293226380","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Breast":[0],"cancer":[1,8,78,152],"(BC)":[2],"is":[3,17,21,29,58,66,132,138],"a":[4,34,44,67,80,92],"common":[5],"type":[6],"of":[7,36,38,47,129],"that":[9],"develops":[10],"from":[11,109],"breast":[12,77,151],"tissue":[13],"cells.":[14],"Early":[15],"detection":[16],"critical,":[18],"and":[19,69,134,147],"mammography":[20],"an":[22],"important":[23],"tool":[24],"for":[25,31,145],"this.":[26],"A":[27],"biopsy":[28],"indicated":[30],"lesions":[32],"with":[33],"risk":[35],"malignancy":[37],"more":[39],"than":[40],"2%,":[41],"however,":[42],"only":[43],"tiny":[45],"number":[46],"them":[48],"are":[49],"confirmed":[50],"to":[51,60,114],"be":[52],"malignant.":[53],"Magnetic":[54],"Resonance":[55],"Imaging":[56],"(MRI)":[57],"employed":[59],"eliminate":[61],"unneeded":[62],"biopsies,":[63],"but":[64],"it":[65],"sophisticated":[68],"time-consuming":[70],"operation":[71],"requiring":[72],"specialized":[73],"knowledge.":[74],"To":[75],"improve":[76],"diagnosis,":[79],"computer-aided":[81],"diagnostic":[82],"system":[83,90],"using":[84],"MRI":[85],"images":[86],"was":[87],"developed.":[88],"The":[89,127],"utilizes":[91],"novel":[93],"neural":[94,102],"network":[95,103,131],"called":[96],"dilated":[97],"multi-scale":[98],"residual":[99],"block-based":[100],"convolutional":[101],"(DMRBNet),":[104],"which":[105],"effectively":[106],"extracts":[107],"features":[108],"various":[110],"image":[111],"regions.":[112],"Compared":[113],"seven":[115],"recent":[116],"advanced":[117],"approaches,":[118],"DMRBNet":[119],"demonstrated":[120],"superior":[121],"performance":[122],"on":[123],"the":[124,130,135],"BC-MRI":[125],"dataset.":[126],"accuracy":[128],"98.57%,":[133],"error":[136],"rate":[137],"0.1005.":[139],"These":[140],"findings":[141],"highlight":[142],"its":[143],"potential":[144],"medical":[146],"industrial":[148],"applications":[149],"in":[150],"detection.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}