{"id":"https://openalex.org/W4386249814","doi":"https://doi.org/10.1109/icsse58758.2023.10227221","title":"NDAU: Non-Local Dual Attention-Gated Unet for Brain Tumor Segmentation","display_name":"NDAU: Non-Local Dual Attention-Gated Unet for Brain Tumor Segmentation","publication_year":2023,"publication_date":"2023-07-27","ids":{"openalex":"https://openalex.org/W4386249814","doi":"https://doi.org/10.1109/icsse58758.2023.10227221"},"language":"en","primary_location":{"id":"doi:10.1109/icsse58758.2023.10227221","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icsse58758.2023.10227221","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 System Science and Engineering (ICSSE)","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/A5019938778","display_name":"Manh-Hung Ha","orcid":"https://orcid.org/0000-0002-5782-6829"},"institutions":[{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Manh-Hung Ha","raw_affiliation_strings":["Vietnam National University,Faculty of Applied Sciences International School,Hanoi,Vietnam,100000"],"affiliations":[{"raw_affiliation_string":"Vietnam National University,Faculty of Applied Sciences International School,Hanoi,Vietnam,100000","institution_ids":["https://openalex.org/I177233841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092815507","display_name":"Do Anh Luyen","orcid":null},"institutions":[{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Do Anh Luyen","raw_affiliation_strings":["Vietnam National University,Faculty of Applied Sciences International School,Hanoi,Vietnam,100000"],"affiliations":[{"raw_affiliation_string":"Vietnam National University,Faculty of Applied Sciences International School,Hanoi,Vietnam,100000","institution_ids":["https://openalex.org/I177233841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089896362","display_name":"Oscal Tzyh-Chiang Chen","orcid":"https://orcid.org/0000-0002-5172-9913"},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Oscal Tzyh-Chiang Chen","raw_affiliation_strings":["National Chung Cheng University,Department of Electrical Engineering,Chiayi,Taiwan,621301"],"affiliations":[{"raw_affiliation_string":"National Chung Cheng University,Department of Electrical Engineering,Chiayi,Taiwan,621301","institution_ids":["https://openalex.org/I148099254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038101645","display_name":"Truong Cong Doan","orcid":null},"institutions":[{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Truong Cong Doan","raw_affiliation_strings":["Vietnam National University,Faculty of Applied Sciences International School,Hanoi,Vietnam,100000"],"affiliations":[{"raw_affiliation_string":"Vietnam National University,Faculty of Applied Sciences International School,Hanoi,Vietnam,100000","institution_ids":["https://openalex.org/I177233841"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112888020","display_name":"Nguy\u1ec5n V\u0103n T\u00ednh","orcid":null},"institutions":[{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Van Tinh","raw_affiliation_strings":["Vietnam National University,Faculty of Applied Sciences International School,Hanoi,Vietnam,100000"],"affiliations":[{"raw_affiliation_string":"Vietnam National University,Faculty of Applied Sciences International School,Hanoi,Vietnam,100000","institution_ids":["https://openalex.org/I177233841"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019938778"],"corresponding_institution_ids":["https://openalex.org/I177233841"],"apc_list":null,"apc_paid":null,"fwci":0.2521,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55962017,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"13","issue":null,"first_page":"543","last_page":"547"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9994000196456909,"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":0.9979000091552734,"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":0.8443378210067749},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7292959690093994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6511471271514893},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6377922892570496},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5827034711837769},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4569251537322998},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4529515504837036},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42791587114334106},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3619609773159027}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8443378210067749},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7292959690093994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6511471271514893},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6377922892570496},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5827034711837769},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4569251537322998},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4529515504837036},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42791587114334106},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3619609773159027},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsse58758.2023.10227221","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icsse58758.2023.10227221","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 System Science and Engineering (ICSSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2766707582","https://openalex.org/W2798122215","https://openalex.org/W2884436604","https://openalex.org/W2943666912","https://openalex.org/W3015788359","https://openalex.org/W3035109593","https://openalex.org/W3140677378","https://openalex.org/W4205679927","https://openalex.org/W4206346416","https://openalex.org/W4292830055","https://openalex.org/W4293163012","https://openalex.org/W6750469568","https://openalex.org/W6753182481"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W4304166257","https://openalex.org/W4294635752","https://openalex.org/W4383066092","https://openalex.org/W2317351040","https://openalex.org/W4315434538","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Brain":[0],"MRI":[1,32,69],"segmentation":[2,33,70,133],"is":[3,101],"a":[4,48],"critical":[5],"task":[6],"in":[7,29],"medical":[8,131],"image":[9,132],"analysis":[10],"for":[11,40,54,134],"diagnosis,":[12],"treatment,":[13],"and":[14,20,35,61,84,96],"monitoring":[15],"of":[16,82,87],"various":[17],"neurological":[18],"diseases":[19],"conditions.":[21],"Deep":[22],"neural":[23],"networks":[24],"have":[25],"shown":[26],"superior":[27],"performance":[28],"many":[30,41],"brain":[31,55,68],"tasks,":[34],"become":[36],"the":[37,67,72,77,118,123],"state-of-the-art":[38],"models":[39],"applications.":[42],"In":[43],"this":[44],"work,":[45],"we":[46],"propose":[47],"Non-Local":[49],"Dual":[50],"Attention-gated":[51],"Unet":[52,60,94],"(NDAU)":[53],"tumor":[56],"segmentation,":[57],"that":[58,76],"includes":[59],"non-local":[62,104],"dual":[63,105],"attention-gated":[64,106],"modules.":[65],"On":[66],"dataset,":[71],"experimental":[73],"results":[74],"show":[75],"proposed":[78,124],"NDAU":[79,125],"yields":[80],"IoU":[81],"0.801,":[83],"dice":[85],"score":[86],"0.905,":[88],"better":[89],"than":[90],"those":[91],"from":[92],"Unet,":[93],"plus,":[95],"attention":[97],"Unet.":[98],"This":[99],"phenomenon":[100],"because":[102],"our":[103],"modules":[107],"can":[108,126],"effectively":[109],"extract":[110],"semantic":[111],"features":[112],"associated":[113],"with":[114],"tumors":[115],"to":[116,130],"make":[117],"model":[119],"perform":[120],"well.":[121],"Therefore,":[122],"be":[127],"widely":[128],"applied":[129],"supporting":[135],"doctor":[136],"diagnosis.":[137]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}