{"id":"https://openalex.org/W7161754410","doi":"https://doi.org/10.1109/isbi61048.2026.11515568","title":"Cortical Surface-Constrained Temporally Continuous Atlas Learning for Fetal Brain MRI","display_name":"Cortical Surface-Constrained Temporally Continuous Atlas Learning for Fetal Brain MRI","publication_year":2026,"publication_date":"2026-04-08","ids":{"openalex":"https://openalex.org/W7161754410","doi":"https://doi.org/10.1109/isbi61048.2026.11515568"},"language":null,"primary_location":{"id":"doi:10.1109/isbi61048.2026.11515568","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd 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/A5136571580","display_name":"Kai Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Zhang","raw_affiliation_strings":["School of Biomedical Engineering, ShanghaiTech University,State Key Laboratory of Advanced Medical Materials and Devices,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, ShanghaiTech University,State Key Laboratory of Advanced Medical Materials and Devices,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136538806","display_name":"Dan Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dan Hu","raw_affiliation_strings":["University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136530867","display_name":"Jiale Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiale Cheng","raw_affiliation_strings":["University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136531318","display_name":"Shijie Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijie Huang","raw_affiliation_strings":["School of Biomedical Engineering, ShanghaiTech University,State Key Laboratory of Advanced Medical Materials and Devices,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, ShanghaiTech University,State Key Laboratory of Advanced Medical Materials and Devices,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136515768","display_name":"Weili Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weili Lin","raw_affiliation_strings":["University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136555667","display_name":"Dinggang Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dinggang Shen","raw_affiliation_strings":["School of Biomedical Engineering, ShanghaiTech University,State Key Laboratory of Advanced Medical Materials and Devices,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, ShanghaiTech University,State Key Laboratory of Advanced Medical Materials and Devices,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136510501","display_name":"Gang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gang Li","raw_affiliation_strings":["University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"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":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9535999894142151,"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":0.9535999894142151,"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":0.016300000250339508,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.008799999952316284,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/fetus","display_name":"Fetus","score":0.3873000144958496},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.3000999987125397},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.2831999957561493},{"id":"https://openalex.org/keywords/atlas","display_name":"Atlas (anatomy)","score":0.2775000035762787},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.2712000012397766}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5144000053405762},{"id":"https://openalex.org/C172680121","wikidata":"https://www.wikidata.org/wiki/Q26513","display_name":"Fetus","level":3,"score":0.3873000144958496},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.36469998955726624},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.32829999923706055},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.3000999987125397},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2831999957561493},{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.2775000035762787},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.2712000012397766},{"id":"https://openalex.org/C50231774","wikidata":"https://www.wikidata.org/wiki/Q639842","display_name":"Brain mapping","level":2,"score":0.24650000035762787},{"id":"https://openalex.org/C2779300802","wikidata":"https://www.wikidata.org/wiki/Q13147","display_name":"Skull","level":2,"score":0.2363000065088272}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi61048.2026.11515568","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5769874062","display_name":null,"funder_award_id":"EB037388,NS135574","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1970928383","https://openalex.org/W2162376077","https://openalex.org/W2600904149","https://openalex.org/W2891631795","https://openalex.org/W2946514776","https://openalex.org/W2953130519","https://openalex.org/W3206021493","https://openalex.org/W4241074797","https://openalex.org/W4402703005","https://openalex.org/W4403066967","https://openalex.org/W4403139180","https://openalex.org/W4404165147","https://openalex.org/W4413145966","https://openalex.org/W4414394406"],"related_works":[],"abstract_inverted_index":{"Constructing":[0],"a":[1,49,57,89],"temporally":[2,90,119],"continuous":[3,64,91],"fetal":[4,92],"brain":[5,93],"atlas":[6,65,94],"with":[7,60],"anatomically":[8,102,116],"realistic":[9],"cortical":[10,17,37,50,81,104],"geometry":[11],"remains":[12],"challenging":[13],"due":[14,39],"to":[15,35,40,79],"rapid":[16],"folding":[18],"during":[19],"gestation.":[20],"Deep":[21],"learning,":[22],"especially":[23],"Implicit":[24],"Neural":[25],"Representation":[26],"(INR)":[27],"based":[28],"methods,":[29],"improves":[30],"continuity":[31],"but":[32],"often":[33],"fails":[34],"ensure":[36],"alignment":[38,78],"the":[41,108],"absence":[42],"of":[43],"explicit":[44],"geometric":[45],"constraints.":[46],"We":[47],"propose":[48],"surface-constrained":[51],"joint":[52,84],"learning":[53],"framework":[54],"that":[55,95,112],"integrates":[56],"registration":[58,68],"network":[59,69],"an":[61],"INR":[62],"for":[63],"representation.":[66],"The":[67],"learns":[70],"accurate":[71],"deformation":[72],"fields,":[73],"while":[74],"surface":[75],"constraints":[76],"guide":[77],"preserve":[80],"topology.":[82],"Through":[83],"optimization,":[85],"our":[86,113],"method":[87,114],"constructs":[88],"captures":[96],"smooth":[97,120],"developmental":[98,132],"transitions":[99],"and":[100,118,129],"preserves":[101],"faithful":[103],"folding.":[105],"Experiments":[106],"on":[107],"dHCP":[109],"dataset":[110],"demonstrate":[111],"produces":[115],"consistent":[117],"4D":[121],"atlases,":[122],"achieving":[123],"superior":[124],"label-propagation":[125],"(atlas-based)":[126],"segmentation":[127],"accuracy":[128],"biologically":[130],"plausible":[131],"trajectories.":[133]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-05-21T00:00:00"}
