{"id":"https://openalex.org/W4403060588","doi":"https://doi.org/10.1109/iccsce61582.2024.10696812","title":"Microcalcification Detection for Digital Breast Tomosynthesis Images Using Faster-RCNN","display_name":"Microcalcification Detection for Digital Breast Tomosynthesis Images Using Faster-RCNN","publication_year":2024,"publication_date":"2024-08-23","ids":{"openalex":"https://openalex.org/W4403060588","doi":"https://doi.org/10.1109/iccsce61582.2024.10696812"},"language":"en","primary_location":{"id":"doi:10.1109/iccsce61582.2024.10696812","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce61582.2024.10696812","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 14th International Conference on Control System, Computing and Engineering (ICCSCE)","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/A5036148089","display_name":"Nur Athiqah Harron","orcid":"https://orcid.org/0000-0002-7916-7377"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nur Athiqah Harron","raw_affiliation_strings":["Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,Electrical Engineering Studies, College of Engineering,Penang,Malaysia,13500"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,Electrical Engineering Studies, College of Engineering,Penang,Malaysia,13500","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078773274","display_name":"Siti Noraini Sulaiman","orcid":"https://orcid.org/0000-0002-9545-5651"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Siti Noraini Sulaiman","raw_affiliation_strings":["Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,Electrical Engineering Studies, College of Engineering,Penang,Malaysia,13500"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,Electrical Engineering Studies, College of Engineering,Penang,Malaysia,13500","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114238713","display_name":"Muhammad Afiq Iqmal Mohammad Nizam","orcid":null},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Muhammad Afiq Iqmal Mohammad Nizam","raw_affiliation_strings":["Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,Electrical Engineering Studies, College of Engineering,Penang,Malaysia,13500"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,Electrical Engineering Studies, College of Engineering,Penang,Malaysia,13500","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010337917","display_name":"Noor Khairiah A. Karim","orcid":"https://orcid.org/0000-0001-8176-3939"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Noor Khairiah A. Karim","raw_affiliation_strings":["Advanced Medical and Dental Institute, Universiti Sains Malaysia, Bertam,Department of Biomedical Imaging,Kepala Batas,Pulau Pinang,Malaysia,13200"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Medical and Dental Institute, Universiti Sains Malaysia, Bertam,Department of Biomedical Imaging,Kepala Batas,Pulau Pinang,Malaysia,13200","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109793857","display_name":"A I C Ani","orcid":null},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Adi Izahar Che Ani","raw_affiliation_strings":["Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,Electrical Engineering Studies, College of Engineering,Penang,Malaysia,13500"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,Electrical Engineering Studies, College of Engineering,Penang,Malaysia,13500","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020001260","display_name":"Syafiqah Aqilah Saifudin","orcid":"https://orcid.org/0000-0001-6151-4599"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Syafiqah Aqilah Saifudin","raw_affiliation_strings":["Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,Electrical Engineering Studies, College of Engineering,Penang,Malaysia,13500"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,Electrical Engineering Studies, College of Engineering,Penang,Malaysia,13500","institution_ids":["https://openalex.org/I82724352"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"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":0.14014382,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"150","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9993000030517578,"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":0.9993000030517578,"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":0.996999979019165,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9941999912261963,"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/microcalcification","display_name":"Microcalcification","score":0.8056136965751648},{"id":"https://openalex.org/keywords/digital-breast-tomosynthesis","display_name":"Digital Breast Tomosynthesis","score":0.6855729818344116},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.576406717300415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5533336997032166},{"id":"https://openalex.org/keywords/tomosynthesis","display_name":"Tomosynthesis","score":0.49904704093933105},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41817474365234375},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.3706279695034027},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1991940140724182},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.09472548961639404},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.0570182204246521}],"concepts":[{"id":"https://openalex.org/C2781129008","wikidata":"https://www.wikidata.org/wiki/Q1933877","display_name":"Microcalcification","level":5,"score":0.8056136965751648},{"id":"https://openalex.org/C2909182381","wikidata":"https://www.wikidata.org/wiki/Q7820316","display_name":"Digital Breast Tomosynthesis","level":5,"score":0.6855729818344116},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.576406717300415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5533336997032166},{"id":"https://openalex.org/C147454874","wikidata":"https://www.wikidata.org/wiki/Q7820316","display_name":"Tomosynthesis","level":5,"score":0.49904704093933105},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41817474365234375},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.3706279695034027},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1991940140724182},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.09472548961639404},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0570182204246521},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccsce61582.2024.10696812","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce61582.2024.10696812","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 14th International Conference on Control System, Computing and Engineering (ICCSCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.6200000047683716}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321147","display_name":"Ministry of Higher Education","ror":"https://ror.org/0512bh102"},{"id":"https://openalex.org/F4320322757","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W3168211380","https://openalex.org/W4200424218","https://openalex.org/W4223596932","https://openalex.org/W4225300887","https://openalex.org/W4229039691","https://openalex.org/W4292072404","https://openalex.org/W4308088222","https://openalex.org/W4310861047","https://openalex.org/W4313357378","https://openalex.org/W4313531717","https://openalex.org/W4316038919","https://openalex.org/W4360821463","https://openalex.org/W4361284057","https://openalex.org/W4362471909","https://openalex.org/W4381093885"],"related_works":["https://openalex.org/W2378946663","https://openalex.org/W2279492977","https://openalex.org/W4381280234","https://openalex.org/W3043226279","https://openalex.org/W2031284012","https://openalex.org/W2112863816","https://openalex.org/W2731525820","https://openalex.org/W2528071193","https://openalex.org/W2354834859","https://openalex.org/W2517286734"],"abstract_inverted_index":{"The":[0,21,64,83,105,164,185],"transformative":[1],"impact":[2],"of":[3,28,45,100,153,161,191],"Digital":[4,59],"Breast":[5,60],"Tomosynthesis":[6,61],"(DBT)":[7,62],"in":[8,32,58,70,90,158,179,194,205],"breast":[9,37],"imaging,":[10],"highlights":[11],"its":[12],"three-dimensional":[13],"reconstruction":[14],"capabilities":[15],"to":[16,54,74,86],"address":[17,87],"tissue":[18],"overlap":[19],"issues.":[20],"emphasis":[22],"is":[23,108,127],"on":[24,79],"the":[25,43,97,138,145,154,159,171,188,206],"critical":[26,189],"importance":[27],"accurate":[29],"microcalcification":[30,56,76,91,150],"detection":[31,57,92,132,151,196],"DBT":[33,73,94,102],"images":[34],"for":[35,182,202],"early":[36],"cancer":[38],"diagnosis.":[39],"This":[40],"study":[41,65,84],"investigates":[42],"application":[44],"deep":[46,68],"learning,":[47],"specifically":[48],"Region-based":[49],"Convolutional":[50],"Neural":[51],"Networks":[52],"(RCNN)":[53],"enhance":[55,75],"images.":[63],"proposes":[66],"leveraging":[67],"learning":[69],"conjunction":[71],"with":[72],"detection,":[77],"capitalising":[78],"DBT\u2019s":[80],"unique":[81],"capabilities.":[82],"aims":[85],"existing":[88],"gaps":[89],"within":[93],"and":[95,119,134,142,148,198],"evaluates":[96],"potential":[98],"advantages":[99],"a":[101],"CAD":[103],"system.":[104],"model\u2019s":[106,172],"performance":[107,173,197],"thoroughly":[109],"evaluated":[110],"across":[111],"diverse":[112],"image":[113,162,192],"scenarios,":[114],"encompassing":[115],"both":[116],"noisy":[117],"(blur)":[118],"clean":[120],"(non-blur)":[121],"datasets.":[122,140],"A":[123],"comprehensive":[124],"comparative":[125,165],"analysis":[126,166],"conducted,":[128],"assessing":[129],"overall":[130],"performance,":[131],"confidence,":[133],"training":[135],"progress":[136],"between":[137],"two":[139],"Results":[141],"outcomes":[143],"showcase":[144],"remarkable":[146],"flexibility":[147],"improved":[149],"confidence":[152],"RCNN":[155],"model,":[156],"even":[157],"presence":[160],"noise.":[163],"provides":[167],"valuable":[168,200],"insights":[169,201],"into":[170],"under":[174],"different":[175],"imaging":[176],"situations,":[177],"aiding":[178],"informed":[180],"decision-making":[181],"diagnostic":[183],"purposes.":[184],"findings":[186],"emphasize":[187],"role":[190],"clarity":[193],"improving":[195],"offering":[199],"future":[203],"developments":[204],"field.":[207]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
