{"id":"https://openalex.org/W3087642760","doi":"https://doi.org/10.1109/tip.2020.3023609","title":"Exploring Task Structure for Brain Tumor Segmentation From Multi-Modality MR Images","display_name":"Exploring Task Structure for Brain Tumor Segmentation From Multi-Modality MR Images","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3087642760","doi":"https://doi.org/10.1109/tip.2020.3023609","mag":"3087642760","pmid":"https://pubmed.ncbi.nlm.nih.gov/32941137"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2020.3023609","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2020.3023609","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.aber.ac.uk/portal/en/publications/exploring-task-structure-for-brain-tumor-segmentation-from-multimodality-mr-images(c801309c-126f-4cb2-a37d-34e5b907c04b).html","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101954574","display_name":"Dingwen Zhang","orcid":"https://orcid.org/0000-0001-8369-8886"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dingwen Zhang","raw_affiliation_strings":["School of Mechano-Electronic Engineering, Xidian University, Xi\u2019an, China","School of Mechano-Electronic Engineering, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Mechano-Electronic Engineering, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Mechano-Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063462624","display_name":"Guohai Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guohai Huang","raw_affiliation_strings":["School of Mechano-Electronic Engineering, Xidian University, Xi\u2019an, China","School of Mechano-Electronic Engineering, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Mechano-Electronic Engineering, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Mechano-Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100381904","display_name":"Qiang Zhang","orcid":"https://orcid.org/0000-0002-2828-9905"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Zhang","raw_affiliation_strings":["School of Mechano-Electronic Engineering, Xidian University, Xi\u2019an, China","School of Mechano-Electronic Engineering, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Mechano-Electronic Engineering, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Mechano-Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046605531","display_name":"Jungong Han","orcid":"https://orcid.org/0000-0003-4361-956X"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]},{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Jungong Han","raw_affiliation_strings":["Aberystwyth University, Ceredigion, U.K","School of Automation, Northwestern Polytechnical University, Xi\u2019an, China"],"affiliations":[{"raw_affiliation_string":"Aberystwyth University, Ceredigion, U.K","institution_ids":["https://openalex.org/I16038530"]},{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012529382","display_name":"Junwei Han","orcid":"https://orcid.org/0000-0001-5545-7217"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]},{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Junwei Han","raw_affiliation_strings":["Aberystwyth University, Ceredigion, U.K","School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","School of Automation, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Aberystwyth University, Ceredigion, U.K","institution_ids":["https://openalex.org/I16038530"]},{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100602395","display_name":"Yizhou Wang","orcid":"https://orcid.org/0000-0001-9888-6409"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizhou Wang","raw_affiliation_strings":["School of Electronics Engineering and Computer Science, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108557359","display_name":"Yizhou Yu","orcid":"https://orcid.org/0000-0002-0470-5548"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yizhou Yu","raw_affiliation_strings":["Deepwise AI Laboratory, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Deepwise AI Laboratory, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101954574"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":9.1576,"has_fulltext":true,"cited_by_count":177,"citation_normalized_percentile":{"value":0.98379052,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"29","issue":null,"first_page":"9032","last_page":"9043"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9993000030517578,"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":0.9983000159263611,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6894655227661133},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6277071833610535},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6058837175369263},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5771658420562744},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5752217173576355},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5741373300552368},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.479660302400589},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43710631132125854},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.43544265627861023},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.24004662036895752}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6894655227661133},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6277071833610535},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6058837175369263},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5771658420562744},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5752217173576355},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5741373300552368},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.479660302400589},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43710631132125854},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.43544265627861023},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.24004662036895752},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tip.2020.3023609","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2020.3023609","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:32941137","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32941137","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:aber.ac.uk:publications/c801309c-126f-4cb2-a37d-34e5b907c04b","is_oa":true,"landing_page_url":"https://hdl.handle.net/2160/c801309c-126f-4cb2-a37d-34e5b907c04b","pdf_url":"https://pure.aber.ac.uk/portal/en/publications/exploring-task-structure-for-brain-tumor-segmentation-from-multimodality-mr-images(c801309c-126f-4cb2-a37d-34e5b907c04b).html","source":{"id":"https://openalex.org/S4306401660","display_name":"Aberystwyth Research portal (Aberystwyth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I16038530","host_organization_name":"Aberystwyth University","host_organization_lineage":["https://openalex.org/I16038530"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:aber.ac.uk:publications/c801309c-126f-4cb2-a37d-34e5b907c04b","is_oa":true,"landing_page_url":"https://hdl.handle.net/2160/c801309c-126f-4cb2-a37d-34e5b907c04b","pdf_url":"https://pure.aber.ac.uk/portal/en/publications/exploring-task-structure-for-brain-tumor-segmentation-from-multimodality-mr-images(c801309c-126f-4cb2-a37d-34e5b907c04b).html","source":{"id":"https://openalex.org/S4306401660","display_name":"Aberystwyth Research portal (Aberystwyth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I16038530","host_organization_name":"Aberystwyth University","host_organization_lineage":["https://openalex.org/I16038530"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1279228379","display_name":null,"funder_award_id":"2018023","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2082826544","display_name":null,"funder_award_id":"Postdoctoral","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3586269372","display_name":null,"funder_award_id":"61773301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4749162765","display_name":null,"funder_award_id":"61876140","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7033253288","display_name":null,"funder_award_id":"Grants","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7608752429","display_name":null,"funder_award_id":"Talent","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7935533444","display_name":null,"funder_award_id":"201802","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8549183220","display_name":null,"funder_award_id":"17733","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320312580","display_name":"Maine Agricultural and Forest Experiment Station","ror":"https://ror.org/01adr0w49"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3087642760.pdf","grobid_xml":"https://content.openalex.org/works/W3087642760.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1865761","https://openalex.org/W1524094261","https://openalex.org/W1641498739","https://openalex.org/W1763905908","https://openalex.org/W1884191083","https://openalex.org/W2031223143","https://openalex.org/W2120109874","https://openalex.org/W2241207628","https://openalex.org/W2293130453","https://openalex.org/W2301358467","https://openalex.org/W2402144811","https://openalex.org/W2412782625","https://openalex.org/W2525704427","https://openalex.org/W2587789887","https://openalex.org/W2618677231","https://openalex.org/W2729876886","https://openalex.org/W2751069891","https://openalex.org/W2751909359","https://openalex.org/W2752782242","https://openalex.org/W2768546467","https://openalex.org/W2783231089","https://openalex.org/W2785474956","https://openalex.org/W2788843631","https://openalex.org/W2788945298","https://openalex.org/W2797826601","https://openalex.org/W2798791651","https://openalex.org/W2799018616","https://openalex.org/W2807689312","https://openalex.org/W2889081631","https://openalex.org/W2895089584","https://openalex.org/W2904232353","https://openalex.org/W2911621546","https://openalex.org/W2912099815","https://openalex.org/W2912586873","https://openalex.org/W2912805229","https://openalex.org/W2919115771","https://openalex.org/W2953384591","https://openalex.org/W2963046541","https://openalex.org/W2963334022","https://openalex.org/W2963420686","https://openalex.org/W2963717741","https://openalex.org/W2963728677","https://openalex.org/W2964121744","https://openalex.org/W3099899237","https://openalex.org/W3100271703","https://openalex.org/W4235051201","https://openalex.org/W6690238443","https://openalex.org/W6713134421","https://openalex.org/W6727810114","https://openalex.org/W6743645564","https://openalex.org/W6744169265","https://openalex.org/W6748162135","https://openalex.org/W6748166334","https://openalex.org/W6748308163","https://openalex.org/W6754606571","https://openalex.org/W6754808139","https://openalex.org/W6755875945","https://openalex.org/W6758499957","https://openalex.org/W6758545937","https://openalex.org/W6758919227","https://openalex.org/W6758959012","https://openalex.org/W6903519041"],"related_works":["https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W2374013449","https://openalex.org/W73545470","https://openalex.org/W2364381299","https://openalex.org/W2374430585","https://openalex.org/W3144423903","https://openalex.org/W2377397762","https://openalex.org/W2793967660","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Brain":[0],"tumor":[1,9,12,16,65,80,119,161,192],"segmentation,":[2],"which":[3,112],"aims":[4],"at":[5],"segmenting":[6,188],"the":[7,35,52,77,89,95,99,103,107,127,139,143,151,156,159,172,181,189],"whole":[8],"area,":[10,14,81],"enhancing":[11],"core":[13,17],"and":[15,32,82,167,205],"area":[18],"from":[19,29],"each":[20],"input":[21],"multi-modality":[22],"bioimaging":[23],"data,":[24],"has":[25],"received":[26],"considerable":[27],"attention":[28],"both":[30],"academia":[31],"industry.":[33],"However,":[34],"existing":[36],"approaches":[37],"usually":[38],"treat":[39],"this":[40],"problem":[41],"as":[42,98,106,163],"a":[43,115,132],"common":[44],"semantic":[45],"segmentation":[46,120],"task":[47],"without":[48],"taking":[49],"into":[50],"account":[51],"underlying":[53],"rules":[54],"in":[55,171,187],"clinical":[56],"practice.":[57],"In":[58],"reality,":[59],"physicians":[60],"tend":[61],"to":[62,87,94,125,137,201],"discover":[63],"different":[64,69,160],"areas":[66,162,193],"by":[67],"weighing":[68],"modality":[70,144],"volume":[71],"data.":[72],"Also,":[73],"they":[74],"initially":[75],"segment":[76],"most":[78],"distinct":[79],"then":[83],"gradually":[84],"search":[85],"around":[86],"find":[88],"other":[90,202],"two.":[91],"We":[92],"refer":[93],"first":[96],"property":[97,105],"task-modality":[100,128],"structure":[101],"while":[102,194],"second":[104],"task-task":[108],"structure,":[109,129,153],"based":[110],"on":[111,176],"we":[113,130,154],"propose":[114],"novel":[116],"task-structured":[117],"brain":[118,191],"network":[121,147,173],"(TSBTS":[122],"net).":[123],"Specifically,":[124],"explore":[126,150],"design":[131],"modality-aware":[133],"feature":[134],"embedding":[135],"mechanism":[136],"infer":[138],"important":[140],"weights":[141],"of":[142,158],"data":[145],"during":[146],"learning.":[148],"To":[149],"tasktask":[152],"formulate":[155],"prediction":[157],"conditional":[164],"dependency":[165,170],"sub-tasks":[166],"encode":[168],"such":[169],"stream.":[174],"Experiments":[175],"BraTS":[177],"benchmarks":[178],"show":[179],"that":[180],"proposed":[182],"method":[183],"achieves":[184],"superior":[185],"performance":[186],"desired":[190],"requiring":[195],"relatively":[196],"lower":[197],"computational":[198],"costs,":[199],"compared":[200],"state-of-the-art":[203],"methods":[204],"baseline":[206],"models.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":28},{"year":2024,"cited_by_count":41},{"year":2023,"cited_by_count":48},{"year":2022,"cited_by_count":34},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}