{"id":"https://openalex.org/W4386323683","doi":"https://doi.org/10.1109/icce-taiwan58799.2023.10226929","title":"3D Dense U-Net-ASPP for MRI Imaging Segmentation of Breast Tumors","display_name":"3D Dense U-Net-ASPP for MRI Imaging Segmentation of Breast Tumors","publication_year":2023,"publication_date":"2023-07-17","ids":{"openalex":"https://openalex.org/W4386323683","doi":"https://doi.org/10.1109/icce-taiwan58799.2023.10226929"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan58799.2023.10226929","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan58799.2023.10226929","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","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/A5103384420","display_name":"Hsiao-Tzu Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Hsiao-Tzu Chang","raw_affiliation_strings":["National Taipei University of Technology,Department of Electrical Engineering,Taipei,Taiwan","Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taipei University of Technology,Department of Electrical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I118292597"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033196386","display_name":"Jianda Li","orcid":"https://orcid.org/0000-0002-0823-7462"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jian-Da Li","raw_affiliation_strings":["National Taipei University of Technology,Department of Electrical Engineering,Taipei,Taiwan","Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taipei University of Technology,Department of Electrical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I118292597"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039216954","display_name":"Mohammad Alkhaleefah","orcid":"https://orcid.org/0000-0001-8933-7483"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Mohammad Alkhaleefah","raw_affiliation_strings":["National Taipei University of Technology,Department of Electrical Engineering,Taipei,Taiwan","Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taipei University of Technology,Department of Electrical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I118292597"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021355026","display_name":"Yang-Lang Chang","orcid":"https://orcid.org/0000-0002-5834-1057"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yang-Lang Chang","raw_affiliation_strings":["National Taipei University of Technology,Department of Electrical Engineering,Taipei,Taiwan","Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taipei University of Technology,Department of Electrical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I118292597"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103384420"],"corresponding_institution_ids":["https://openalex.org/I118292597"],"apc_list":null,"apc_paid":null,"fwci":0.246,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.52281855,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"847","last_page":"848"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991000294685364,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9975000023841858,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9889000058174133,"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/segmentation","display_name":"Segmentation","score":0.5839160084724426},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5507397651672363},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4724597930908203},{"id":"https://openalex.org/keywords/breast-mri","display_name":"Breast MRI","score":0.45248064398765564},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44548124074935913},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4214755594730377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3673188388347626},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.30968165397644043},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27484816312789917},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.24849697947502136},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.16759708523750305},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10609027743339539},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.07747593522071838}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5839160084724426},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5507397651672363},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4724597930908203},{"id":"https://openalex.org/C2777111374","wikidata":"https://www.wikidata.org/wiki/Q4959770","display_name":"Breast MRI","level":5,"score":0.45248064398765564},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44548124074935913},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4214755594730377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3673188388347626},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.30968165397644043},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27484816312789917},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.24849697947502136},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.16759708523750305},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10609027743339539},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.07747593522071838}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan58799.2023.10226929","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan58799.2023.10226929","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","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":5,"referenced_works":["https://openalex.org/W2464708700","https://openalex.org/W2604790786","https://openalex.org/W2914363005","https://openalex.org/W3130363630","https://openalex.org/W3147142721"],"related_works":["https://openalex.org/W3021493803","https://openalex.org/W2257755506","https://openalex.org/W2011111248","https://openalex.org/W4256129901","https://openalex.org/W2002934375","https://openalex.org/W2006468016","https://openalex.org/W2912860444","https://openalex.org/W1522196789","https://openalex.org/W4367060753","https://openalex.org/W4379141755"],"abstract_inverted_index":{"Breast":[0],"cancer":[1],"is":[2,90],"one":[3],"of":[4,41,61,73,100],"the":[5,27,37,59,71,87,94],"most":[6],"common":[7],"cancers":[8],"among":[9],"women":[10],"in":[11,26,65],"our":[12],"country.":[13],"Magnetic":[14],"resonance":[15],"imaging":[16,24],"(MRI)":[17],"has":[18],"become":[19],"a":[20,47,53,98],"widely":[21],"adopted":[22],"medical":[23,33],"technology":[25],"healthcare":[28],"industry.":[29],"It":[30],"can":[31],"help":[32],"professionals":[34],"accurately":[35],"determine":[36],"size":[38],"and":[39,69,83,103],"scope":[40],"breast":[42],"cancer.":[43],"This":[44],"study":[45],"proposes":[46],"3D":[48],"Dense":[49],"U-Net-ASPP":[50],"model":[51,57],"using":[52],"private":[54],"dataset.":[55],"The":[56],"addresses":[58],"issue":[60],"large":[62],"data":[63],"volume":[64],"image":[66],"segmentation":[67],"preprocessing":[68],"reduces":[70],"problem":[72],"feature":[74],"loss":[75,95],"by":[76,92],"combining":[77],"Atrous":[78],"Spatial":[79],"Pyramid":[80],"Pooling":[81],"(ASPP)":[82],"Attention":[84],"Gate.":[85],"Furthermore,":[86],"model\u2019s":[88],"performance":[89],"improved":[91],"adjusting":[93],"function":[96],"through":[97],"combination":[99],"Focal":[101],"Loss":[102],"Dice":[104],"Loss.":[105]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
