{"id":"https://openalex.org/W4410297408","doi":"https://doi.org/10.1109/isbi60581.2025.10980809","title":"A New Logic for Pediatric Brain Tumor Segmentation","display_name":"A New Logic for Pediatric Brain Tumor Segmentation","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4410297408","doi":"https://doi.org/10.1109/isbi60581.2025.10980809"},"language":"en","primary_location":{"id":"doi:10.1109/isbi60581.2025.10980809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10980809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5011373389","display_name":"Mats Bengtsson","orcid":"https://orcid.org/0000-0002-3599-5584"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Max Bengtsson","raw_affiliation_strings":["Northwestern University, Feinberg School of Medicine,Chicago,IL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Feinberg School of Medicine,Chicago,IL,USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072616384","display_name":"Elif Kele\u015f","orcid":"https://orcid.org/0000-0001-8103-797X"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elif Keles","raw_affiliation_strings":["Northwestern University, Feinberg School of Medicine,Chicago,IL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Feinberg School of Medicine,Chicago,IL,USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033826718","display_name":"G\u00f6rkem Durak","orcid":"https://orcid.org/0000-0002-1608-1955"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gorkem Durak","raw_affiliation_strings":["Northwestern University, Feinberg School of Medicine,Chicago,IL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Feinberg School of Medicine,Chicago,IL,USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073762312","display_name":"Syed Muhammad Anwar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Syed Anwar","raw_affiliation_strings":["Sheikh Zayed Institute for Pediatric Surgical Innovation,Children's National Hospital,Washington,DC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sheikh Zayed Institute for Pediatric Surgical Innovation,Children's National Hospital,Washington,DC,USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066776275","display_name":"Yury Velichko","orcid":"https://orcid.org/0000-0002-2287-5727"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuri S. Velichko","raw_affiliation_strings":["Northwestern University, Feinberg School of Medicine,Chicago,IL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Feinberg School of Medicine,Chicago,IL,USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085732379","display_name":"Marius George Linguraru","orcid":"https://orcid.org/0000-0001-6175-8665"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marius G. Linguraru","raw_affiliation_strings":["Sheikh Zayed Institute for Pediatric Surgical Innovation,Children's National Hospital,Washington,DC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sheikh Zayed Institute for Pediatric Surgical Innovation,Children's National Hospital,Washington,DC,USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015199029","display_name":"Angela J. Waanders","orcid":"https://orcid.org/0000-0002-0571-2889"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Angela J. Waanders","raw_affiliation_strings":["Northwestern University, Feinberg School of Medicine,Chicago,IL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Feinberg School of Medicine,Chicago,IL,USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030188696","display_name":"Ula\u015f Ba\u011fc\u0131","orcid":"https://orcid.org/0000-0001-7379-6829"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ulas Bagci","raw_affiliation_strings":["Northwestern University, Feinberg School of Medicine,Chicago,IL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Feinberg School of Medicine,Chicago,IL,USA","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.627,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.97389176,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9642000198364258,"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":0.9642000198364258,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.600540041923523},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4273631274700165},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3532024621963501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35162582993507385}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.600540041923523},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4273631274700165},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3532024621963501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35162582993507385}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi60581.2025.10980809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10980809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309475","display_name":"Northwestern University","ror":"https://ror.org/000e0be47"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2783923767","https://openalex.org/W3014974815","https://openalex.org/W3026062881","https://openalex.org/W4308100452","https://openalex.org/W4396766030","https://openalex.org/W4403152483","https://openalex.org/W4405823737","https://openalex.org/W6798128096","https://openalex.org/W6853731855","https://openalex.org/W6865558453","https://openalex.org/W6870217572"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3204019825"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,51],"present":[4],"a":[5,14,35,62,135,153,179],"novel":[6],"approach":[7],"for":[8,186,193],"segmenting":[9],"pediatric":[10,43,187],"brain":[11,44,188],"tumors":[12],"using":[13,61],"deep":[15],"learning":[16],"architecture,":[17],"inspired":[18],"by":[19,48],"expert":[20],"radiologists'":[21],"segmentation":[22,92,160,185],"strategies.":[23],"Our":[24,108,171],"model":[25,60,148,177],"delineates":[26],"four":[27],"distinct":[28],"tumor":[29,45,159],"labels":[30],"and":[31,84,118,140,197],"is":[32,178,191],"benchmarked":[33],"on":[34,124,161],"held-out":[36],"PED":[37,80,100],"BraTS":[38,81,86,101,163],"2024":[39,82],"test":[40,127],"set":[41],"(i.e.,":[42],"datasets":[46],"introduced":[47],"BraTS).":[49],"Furthermore,":[50],"evaluate":[52],"our":[53,147],"model's":[54],"performance":[55],"against":[56],"the":[57,79,95,99,105,125,130,162,175],"state-of-the-art":[58],"(SOTA)":[59],"new":[63],"external":[64],"dataset":[65],"of":[66,116,121,138,143],"30":[67],"patients":[68],"from":[69,98],"CBTN":[70,126],"(Children's":[71],"Brain":[72],"Tumor":[73],"Network),":[74],"labeled":[75],"in":[76,157],"accordance":[77],"with":[78,94],"guidelines":[83],"2023":[85,102,164],"Adult":[87,165],"Glioma":[88,166],"dataset.":[89],"We":[90],"compare":[91],"outcomes":[93],"winning":[96],"algorithm":[97,110],"challenge":[103],"as":[104],"SOTA":[106,131],"model.":[107],"proposed":[109,176],"achieved":[111,134],"an":[112,119,141],"average":[113],"Dice":[114,136,155],"score":[115,137,156],"0.642":[117],"HD95":[120,142],"73.0":[122],"mm":[123],"data,":[128],"outperforming":[129],"model,":[132],"which":[133,190],"0.626":[139],"84.0":[144],"mm.":[145],"Moreover,":[146],"exhibits":[149],"strong":[150],"generalizability,":[151],"attaining":[152],"0.877":[154],"whole":[158],"dataset,":[167],"surpassing":[168],"existing":[169],"SOTA.":[170],"results":[172],"indicate":[173],"that":[174],"step":[180],"towards":[181],"providing":[182],"more":[183],"accurate":[184],"tumors,":[189],"essential":[192],"evaluating":[194],"therapy":[195],"response":[196],"monitoring":[198],"patient":[199],"progress.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}