{"id":"https://openalex.org/W2959812415","doi":"https://doi.org/10.1145/3335484.3335516","title":"3D Dense Dilated Hierarchical Architecture for Brain Tumor Segmentation","display_name":"3D Dense Dilated Hierarchical Architecture for Brain Tumor Segmentation","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2959812415","doi":"https://doi.org/10.1145/3335484.3335516","mag":"2959812415"},"language":"en","primary_location":{"id":"doi:10.1145/3335484.3335516","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3335484.3335516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 4th International Conference on Big Data and Computing  - ICBDC 2019","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/A5067437801","display_name":"Parvez Ahmad","orcid":"https://orcid.org/0000-0003-1409-3175"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Parvez Ahmad","raw_affiliation_strings":["National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022262922","display_name":"Hai Jin","orcid":"https://orcid.org/0000-0002-3934-7605"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Jin","raw_affiliation_strings":["National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074917822","display_name":"Saqib Qamar","orcid":"https://orcid.org/0000-0002-5980-5976"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Saqib Qamar","raw_affiliation_strings":["National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077094802","display_name":"Ran Zheng","orcid":"https://orcid.org/0000-0002-3058-7581"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ran Zheng","raw_affiliation_strings":["National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073349777","display_name":"Wenbin Jiang","orcid":"https://orcid.org/0000-0002-2085-9870"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbin Jiang","raw_affiliation_strings":["National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100715165","display_name":"Belal Ahmad","orcid":"https://orcid.org/0000-0001-5917-0029"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Belal Ahmad","raw_affiliation_strings":["National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076070005","display_name":"Mohd Usama","orcid":"https://orcid.org/0000-0001-6524-7694"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mohd Usama","raw_affiliation_strings":["National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5067437801"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":0.2146,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.58957179,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"304","last_page":"307"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":1.0,"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":1.0,"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":0.9998000264167786,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8021435737609863},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6988589763641357},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6683931946754456},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5731908679008484},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5718168020248413},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.544096052646637},{"id":"https://openalex.org/keywords/dilation","display_name":"Dilation (metric space)","score":0.4911067485809326},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4482904076576233},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.440530389547348},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.4351791739463806}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8021435737609863},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6988589763641357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6683931946754456},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5731908679008484},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5718168020248413},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.544096052646637},{"id":"https://openalex.org/C2780757906","wikidata":"https://www.wikidata.org/wiki/Q5276676","display_name":"Dilation (metric space)","level":2,"score":0.4911067485809326},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4482904076576233},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.440530389547348},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.4351791739463806},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3335484.3335516","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3335484.3335516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 4th International Conference on Big Data and Computing  - ICBDC 2019","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":8,"referenced_works":["https://openalex.org/W1884191083","https://openalex.org/W2301358467","https://openalex.org/W2751909359","https://openalex.org/W2799213142","https://openalex.org/W2903554604","https://openalex.org/W2963276418","https://openalex.org/W2963446712","https://openalex.org/W3018093250"],"related_works":["https://openalex.org/W3132983279","https://openalex.org/W4293226380","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W3048601286","https://openalex.org/W2965925734"],"abstract_inverted_index":{"In":[0,94],"the":[1,18,67,97,102,145,155,169,183,211,225,251,265,275,283,290],"medical":[2,308],"domain,":[3],"3D":[4],"convolutional":[5,98,261],"neural":[6],"network":[7,114,231],"has":[8],"accomplished":[9],"excellent":[10,121],"results":[11,296],"in":[12,35,66,133,196,200,307],"analysing":[13],"brain":[14,57],"MRI.":[15],"Inspired":[16],"by":[17,129,153],"dense":[19,151,159,254,279],"connection,":[20],"dilation,":[21],"types":[22],"of":[23,29,32,56,64,76,109,147,172,186,203,244,253,286,305],"feature":[24,104],"fusion":[25],"methods":[26],"and":[27,37,168,181,192,215,227,233,247,259,272],"availability":[28],"essential":[30],"standards":[31],"information":[33,195,218,287],"presented":[34],"multi-modalities":[36],"hierarchical":[38,137],"knowledge":[39],"transfers,":[40],"we":[41,269],"present":[42],"a":[43,53,61,106,135,142,149],"unique":[44],"solution":[45,143],"for":[46,119,301],"automatically":[47,100],"segmenting":[48],"high-grade":[49],"glioblastoma,":[50],"which":[51],"is":[52],"critical":[54],"type":[55,304],"tumor":[58,78,205,213,226,228],"leading":[59],"to":[60,81,178,209,219,281,289],"large":[62],"number":[63],"deaths":[65],"world.":[68],"The":[69,112,161,230],"improved":[70],"survival":[71],"rates":[72],"during":[73],"early":[74],"detection":[75],"this":[77,124,303],"encourage":[79],"us":[80],"provide":[82],"our":[83,197,298],"contribution":[84],"using":[85],"popular":[86],"machine":[87],"learning":[88,103,120],"techniques,":[89],"such":[90,95],"as":[91],"deep":[92,113,136],"learning.":[93],"contribution,":[96],"layer":[99,157],"handles":[101],"with":[105,158,235,256,278],"vital":[107],"concept":[108],"receptive":[110,117,162],"field.":[111],"allows":[115],"increased":[116,166],"field":[118,163],"information.":[122],"However,":[123],"method":[125],"can":[126,164,175,240],"be":[127,165,176],"halted":[128],"limited":[130],"memory,":[131],"especially":[132],"building":[134,148],"architecture.":[138],"Our":[139,294],"model":[140,198],"provides":[141],"towards":[144],"path":[146],"deep,":[150],"architecture":[152],"implementing":[154],"dilation":[156,276],"pattern.":[160],"exponentially":[167],"excessive":[170],"use":[171,216],"convolution":[173],"layers":[174],"reduced":[177],"reduce":[179],"parameters":[180],"allow":[182],"efficient":[184],"utilisation":[185,252],"GPU":[187],"memory.":[188],"Effectively":[189],"combining":[190],"local":[191],"global":[193,266],"contextual":[194,267],"helps":[199],"further":[201],"understanding":[202],"different":[204],"types.":[206],"We":[207],"propose":[208],"segment":[210,220],"entire":[212],"hierarchically":[214],"its":[217,221],"sub-regions,":[222],"thereby":[223],"enhancing":[224],"core.":[229],"trained":[232],"validated":[234],"Brats":[236],"2018":[237],"data":[238],"set":[239],"achieve":[241],"dice":[242],"scores":[243],"0.8480,":[245],"0.8574":[246],"0.8219.":[248],"Results":[249],"verify":[250,297],"connectivity":[255,306],"mixed":[257],"dilated":[258,292],"conventional":[260],"layers.":[262],"To":[263],"learn":[264],"information,":[268],"initially":[270],"increase":[271],"then":[273],"decrease":[274],"rated":[277],"connections":[280],"minimise":[282],"possible":[284],"loss":[285],"due":[288],"successive":[291],"rates.":[293],"experimental":[295],"innovative":[299],"work":[300],"utilising":[302],"image":[309],"segmentation.":[310]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}