{"id":"https://openalex.org/W7125937202","doi":"https://doi.org/10.1109/smc58881.2025.11343633","title":"Generalized Fetal Brain Segmentation and Identification from Multi-View MRI","display_name":"Generalized Fetal Brain Segmentation and Identification from Multi-View MRI","publication_year":2025,"publication_date":"2025-10-05","ids":{"openalex":"https://openalex.org/W7125937202","doi":"https://doi.org/10.1109/smc58881.2025.11343633"},"language":null,"primary_location":{"id":"doi:10.1109/smc58881.2025.11343633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11343633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5111213539","display_name":"Zhigao Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164150","display_name":"Shanghai Center for Brain Science and Brain-Inspired Technology","ror":"https://ror.org/0551a0y31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210164150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigao Cai","raw_affiliation_strings":["Fudan University,Zhongshan Hospital and Institute of Science and Technology for Brain-Inspired Intelligence,Department of Neurology,Shanghai,China,200433"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,Zhongshan Hospital and Institute of Science and Technology for Brain-Inspired Intelligence,Department of Neurology,Shanghai,China,200433","institution_ids":["https://openalex.org/I4210164150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022951085","display_name":"Qiongjie Zhou","orcid":"https://orcid.org/0000-0002-1264-161X"},"institutions":[{"id":"https://openalex.org/I4210146205","display_name":"Obstetrics and Gynecology Hospital of Fudan University","ror":"https://ror.org/04rhdtb47","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210146205"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiongjie Zhou","raw_affiliation_strings":["Obstetrics and Gynecology Hospital of Fudan University,Department of Obstetrics,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Obstetrics and Gynecology Hospital of Fudan University,Department of Obstetrics,Shanghai,China","institution_ids":["https://openalex.org/I4210146205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111165501","display_name":"Xiaotian Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146205","display_name":"Obstetrics and Gynecology Hospital of Fudan University","ror":"https://ror.org/04rhdtb47","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210146205"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaotian Li","raw_affiliation_strings":["Obstetrics and Gynecology Hospital of Fudan University,Department of Obstetrics,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Obstetrics and Gynecology Hospital of Fudan University,Department of Obstetrics,Shanghai,China","institution_ids":["https://openalex.org/I4210146205"]}]},{"author_position":"last","author":{"id":null,"display_name":"Xing-Ming Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164150","display_name":"Shanghai Center for Brain Science and Brain-Inspired Technology","ror":"https://ror.org/0551a0y31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210164150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing-Ming Zhao","raw_affiliation_strings":["Fudan University,Zhongshan Hospital and Institute of Science and Technology for Brain-Inspired Intelligence,Department of Neurology,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,Zhongshan Hospital and Institute of Science and Technology for Brain-Inspired Intelligence,Department of Neurology,Shanghai,China","institution_ids":["https://openalex.org/I4210164150"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4108","last_page":"4113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9663000106811523,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9663000106811523,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.022299999371170998,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.001500000013038516,"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":0.8112999796867371},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5817000269889832},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5151000022888184},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.3874000012874603},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.3815000057220459},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.3391999900341034},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.3343000113964081}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8112999796867371},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6334999799728394},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5817000269889832},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5501999855041504},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5151000022888184},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.3874000012874603},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.3815000057220459},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.3391999900341034},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3377000093460083},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.3343000113964081},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.31310001015663147},{"id":"https://openalex.org/C178910020","wikidata":"https://www.wikidata.org/wiki/Q2211994","display_name":"Sagittal plane","level":2,"score":0.31119999289512634},{"id":"https://openalex.org/C172680121","wikidata":"https://www.wikidata.org/wiki/Q26513","display_name":"Fetus","level":3,"score":0.2935999929904938},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.28839999437332153},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.2865999937057495},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.27889999747276306},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2759000062942505},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25600001215934753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc58881.2025.11343633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11343633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320316328","display_name":"National Key Laboratory of Human Factors Engineering","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2029381583","https://openalex.org/W2038223229","https://openalex.org/W2039440609","https://openalex.org/W2127890285","https://openalex.org/W2396622801","https://openalex.org/W2464708700","https://openalex.org/W2589120351","https://openalex.org/W2766975021","https://openalex.org/W2774320778","https://openalex.org/W2979499124","https://openalex.org/W2984254165","https://openalex.org/W2989249732","https://openalex.org/W3014974815","https://openalex.org/W3116820900","https://openalex.org/W3203914610","https://openalex.org/W4287448984","https://openalex.org/W4385245566"],"related_works":[],"abstract_inverted_index":{"Automated":[0],"fetal":[1,16,33,79],"brain":[2,34],"segmentation":[3,35,61,68],"from":[4,48,82],"MRI":[5,80],"remains":[6],"challenging":[7],"due":[8],"to":[9,135],"multi-view":[10,32,46,63],"inconsistency":[11],"and":[12,18,36,55,89,101,108,116,133],"limited":[13],"generalization":[14,131],"across":[15,62],"types":[17],"gestational":[19],"ages.":[20],"In":[21],"this":[22],"work,":[23],"we":[24],"proposed":[25,127],"Co-UNext,":[26],"a":[27,41],"novel":[28],"framework":[29,76],"for":[30,70],"generalized":[31],"identification.":[37],"The":[38,126],"model":[39],"employed":[40],"two-stage":[42],"cascade":[43],"architecture":[44],"processing":[45],"stacks":[47,64],"maternal":[49],"volumes,":[50],"integrating":[51],"depthwise":[52],"separable":[53],"convolutions":[54],"attention":[56],"mechanisms.":[57],"Co-UNext":[58,104],"achieved":[59],"precise":[60],"while":[65],"providing":[66],"fetus-specific":[67],"results":[69],"multiple":[71],"pregnancies.":[72],"We":[73],"evaluated":[74],"the":[75],"on":[77,94,112,120],"212":[78],"scans":[81],"20-36":[83],"weeks":[84],"gestation,":[85],"including":[86],"124":[87],"singleton":[88],"88":[90],"twin":[91],"pregnancies":[92],"scanned":[93],"1.5T":[95],"Siemens":[96],"systems":[97],"with":[98],"axial,":[99],"coronal,":[100],"sagittal":[102],"views.":[103],"achieves":[105],"96.9%":[106],"Dice":[107,115],"1.23":[109],"mm":[110,118],"HD95":[111,119],"singletons,":[113],"96.3%":[114],"1.67":[117],"twins,":[121],"significantly":[122],"outperforming":[123],"existing":[124],"models.":[125],"method":[128],"exhibits":[129],"superior":[130],"capabilities":[132],"robustness":[134],"motion":[136],"artifacts,":[137],"facilitating":[138],"various":[139],"subsequent":[140],"quantitative":[141],"analyses":[142],"in":[143],"prenatal":[144],"care.":[145]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-01-29T00:00:00"}