{"id":"https://openalex.org/W1975605357","doi":"https://doi.org/10.1109/tmi.2011.2175940","title":"Hierarchical Statistical Shape Models of Multiobject Anatomical Structures: Application to Brain MRI","display_name":"Hierarchical Statistical Shape Models of Multiobject Anatomical Structures: Application to Brain MRI","publication_year":2011,"publication_date":"2011-12-21","ids":{"openalex":"https://openalex.org/W1975605357","doi":"https://doi.org/10.1109/tmi.2011.2175940","mag":"1975605357","pmid":"https://pubmed.ncbi.nlm.nih.gov/22194238"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2011.2175940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2011.2175940","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5051073355","display_name":"Juan J. Cerrolaza","orcid":null},"institutions":[{"id":"https://openalex.org/I175051016","display_name":"Universidad P\u00fablica de Navarra (UPNA)","ror":"https://ror.org/02z0cah89","country_code":"ES","type":"education","lineage":["https://openalex.org/I175051016"]},{"id":"https://openalex.org/I88155538","display_name":"Universidad de Navarra","ror":"https://ror.org/02rxc7m23","country_code":"ES","type":"education","lineage":["https://openalex.org/I88155538"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. J. Cerrolaza","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Public University of Navarra, Pamplona, Spain. juanjose.cerrolaza@unavarra.es","Dept. of Electr. & Electron. Eng., Public Univ. of Navarra, Pamplona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Public University of Navarra, Pamplona, Spain. juanjose.cerrolaza@unavarra.es","institution_ids":["https://openalex.org/I175051016","https://openalex.org/I88155538"]},{"raw_affiliation_string":"Dept. of Electr. & Electron. Eng., Public Univ. of Navarra, Pamplona, Spain","institution_ids":["https://openalex.org/I175051016","https://openalex.org/I88155538"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087486727","display_name":"Arantxa Villanueva","orcid":"https://orcid.org/0000-0001-9822-2530"},"institutions":[{"id":"https://openalex.org/I175051016","display_name":"Universidad P\u00fablica de Navarra (UPNA)","ror":"https://ror.org/02z0cah89","country_code":"ES","type":"education","lineage":["https://openalex.org/I175051016"]},{"id":"https://openalex.org/I88155538","display_name":"Universidad de Navarra","ror":"https://ror.org/02rxc7m23","country_code":"ES","type":"education","lineage":["https://openalex.org/I88155538"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. Villanueva","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Public University of Navarra, Pamplona, Spain","Dept. of Electr. & Electron. Eng., Public Univ. of Navarra, Pamplona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Public University of Navarra, Pamplona, Spain","institution_ids":["https://openalex.org/I175051016","https://openalex.org/I88155538"]},{"raw_affiliation_string":"Dept. of Electr. & Electron. Eng., Public Univ. of Navarra, Pamplona, Spain","institution_ids":["https://openalex.org/I175051016","https://openalex.org/I88155538"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066778174","display_name":"Rafael Cabeza","orcid":"https://orcid.org/0000-0001-7999-1182"},"institutions":[{"id":"https://openalex.org/I175051016","display_name":"Universidad P\u00fablica de Navarra (UPNA)","ror":"https://ror.org/02z0cah89","country_code":"ES","type":"education","lineage":["https://openalex.org/I175051016"]},{"id":"https://openalex.org/I88155538","display_name":"Universidad de Navarra","ror":"https://ror.org/02rxc7m23","country_code":"ES","type":"education","lineage":["https://openalex.org/I88155538"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"R. Cabeza","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Public University of Navarra, Pamplona, Spain","Dept. of Electr. & Electron. Eng., Public Univ. of Navarra, Pamplona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Public University of Navarra, Pamplona, Spain","institution_ids":["https://openalex.org/I175051016","https://openalex.org/I88155538"]},{"raw_affiliation_string":"Dept. of Electr. & Electron. Eng., Public Univ. of Navarra, Pamplona, Spain","institution_ids":["https://openalex.org/I175051016","https://openalex.org/I88155538"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3471,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.93427575,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"31","issue":"3","first_page":"713","last_page":"724"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994000196456909,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.995199978351593,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9909999966621399,"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/segmentation","display_name":"Segmentation","score":0.7606015205383301},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6825714111328125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.680199146270752},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6572660207748413},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6062605381011963},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.56319659948349},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4767771065235138},{"id":"https://openalex.org/keywords/level-set","display_name":"Level set (data structures)","score":0.43322238326072693},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.42086899280548096},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.42034560441970825},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.4182397127151489},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4096522331237793},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40780407190322876}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7606015205383301},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6825714111328125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.680199146270752},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6572660207748413},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6062605381011963},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.56319659948349},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4767771065235138},{"id":"https://openalex.org/C153008295","wikidata":"https://www.wikidata.org/wiki/Q6535093","display_name":"Level set (data structures)","level":2,"score":0.43322238326072693},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.42086899280548096},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42034560441970825},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4182397127151489},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4096522331237793},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40780407190322876},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008953","descriptor_name":"Models, Anatomic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008953","descriptor_name":"Models, Anatomic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008953","descriptor_name":"Models, Anatomic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2011.2175940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2011.2175940","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Medical Imaging","raw_type":"journal-article"},{"id":"pmid:22194238","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22194238","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 medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W33507944","https://openalex.org/W110991423","https://openalex.org/W568015342","https://openalex.org/W1494985239","https://openalex.org/W1543373982","https://openalex.org/W1563961677","https://openalex.org/W1606131697","https://openalex.org/W1925843279","https://openalex.org/W1973759448","https://openalex.org/W1976531712","https://openalex.org/W1986830331","https://openalex.org/W1989704721","https://openalex.org/W2009804608","https://openalex.org/W2024798729","https://openalex.org/W2030178584","https://openalex.org/W2038952578","https://openalex.org/W2056615005","https://openalex.org/W2060316521","https://openalex.org/W2062024414","https://openalex.org/W2068029493","https://openalex.org/W2090581774","https://openalex.org/W2099263890","https://openalex.org/W2104095591","https://openalex.org/W2106904753","https://openalex.org/W2107920575","https://openalex.org/W2119737461","https://openalex.org/W2125201914","https://openalex.org/W2130260370","https://openalex.org/W2142152601","https://openalex.org/W2142445683","https://openalex.org/W2145922550","https://openalex.org/W2150185199","https://openalex.org/W2153810084","https://openalex.org/W2157876396","https://openalex.org/W2163324644","https://openalex.org/W2163387321","https://openalex.org/W2168808677","https://openalex.org/W2171196057","https://openalex.org/W2295302168","https://openalex.org/W3143250005","https://openalex.org/W4244296025","https://openalex.org/W4255272544","https://openalex.org/W6604576188","https://openalex.org/W6674952994"],"related_works":["https://openalex.org/W2077021924","https://openalex.org/W2102683994","https://openalex.org/W2063813108","https://openalex.org/W2373659438","https://openalex.org/W2162755489","https://openalex.org/W1879755808","https://openalex.org/W2072057318","https://openalex.org/W2164781768","https://openalex.org/W744483630","https://openalex.org/W2050783914"],"abstract_inverted_index":{"The":[0,77],"accurate":[1],"segmentation":[2,115],"of":[3,13,20,41,75,79,120,135],"subcortical":[4],"brain":[5,108],"structures":[6],"in":[7,16,38,62,103],"magnetic":[8],"resonance":[9],"(MR)":[10],"images":[11,109],"is":[12,83],"crucial":[14],"importance":[15],"the":[17,39,53,56,69,88,112,118,121,133,136],"interdisciplinary":[18],"field":[19],"medical":[21],"imaging.":[22],"Although":[23],"statistical":[24],"approaches":[25],"such":[26],"as":[27],"active":[28],"shape":[29],"models":[30],"(ASMs)":[31],"have":[32],"proven":[33],"to":[34,67,85,132],"be":[35],"particularly":[36],"useful":[37],"modeling":[40],"multiobject":[42],"shapes,":[43],"they":[44],"are":[45],"inefficient":[46],"when":[47],"facing":[48],"challenging":[49],"problems.":[50],"Based":[51],"on":[52,98],"wavelet":[54],"transform,":[55],"fully":[57],"generic":[58],"multiresolution":[59],"framework":[60],"presented":[61],"this":[63,80],"paper":[64],"allows":[65],"us":[66],"decompose":[68],"interobject":[70],"relationships":[71,89],"into":[72],"different":[73],"levels":[74],"detail.":[76],"aim":[78],"hierarchical":[81,114],"decomposition":[82],"twofold:":[84],"efficiently":[86],"characterize":[87],"between":[90],"objects":[91],"and":[92,123],"their":[93],"particular":[94],"localities.":[95],"Experiments":[96],"performed":[97],"an":[99],"eight-object":[100],"structure":[101],"defined":[102],"axial":[104],"cross":[105],"sectional":[106],"MR":[107],"show":[110],"that":[111],"new":[113],"significantly":[116],"improves":[117],"accuracy":[119],"segmentation,":[122],"while":[124],"it":[125],"exhibits":[126],"a":[127],"remarkable":[128],"robustness":[129],"with":[130],"respect":[131],"size":[134],"training":[137],"set.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}