{"id":"https://openalex.org/W2361141013","doi":"https://doi.org/10.1080/21681163.2016.1163508","title":"Shape estimation of subcutaneous adipose tissue using an articulated statistical shape model","display_name":"Shape estimation of subcutaneous adipose tissue using an articulated statistical shape model","publication_year":2016,"publication_date":"2016-05-13","ids":{"openalex":"https://openalex.org/W2361141013","doi":"https://doi.org/10.1080/21681163.2016.1163508","mag":"2361141013"},"language":"en","primary_location":{"id":"doi:10.1080/21681163.2016.1163508","is_oa":true,"landing_page_url":"https://doi.org/10.1080/21681163.2016.1163508","pdf_url":null,"source":{"id":"https://openalex.org/S2764763012","display_name":"Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization","issn_l":"2168-1163","issn":["2168-1163","2168-1171"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods in Biomechanics and Biomedical Engineering: Imaging &amp; Visualization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1080/21681163.2016.1163508","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088172358","display_name":"S. Y. Yeo","orcid":"https://orcid.org/0009-0005-9667-912X"},"institutions":[{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210135521","display_name":"Max Planck Institute for Intelligent Systems","ror":"https://ror.org/04fq9j139","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210135521"]}],"countries":["DE","SG"],"is_corresponding":true,"raw_author_name":"S. Y. Yeo","raw_affiliation_strings":["Institute of High Performance Computing, Singapore, Singapore","Max Planck Institute for Intelligent Systems, Tuebingen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of High Performance Computing, Singapore, Singapore","institution_ids":["https://openalex.org/I3004594783"]},{"raw_affiliation_string":"Max Planck Institute for Intelligent Systems, Tuebingen, Germany","institution_ids":["https://openalex.org/I4210135521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050096773","display_name":"Juan Romero","orcid":"https://orcid.org/0000-0001-5566-5382"},"institutions":[{"id":"https://openalex.org/I4210135521","display_name":"Max Planck Institute for Intelligent Systems","ror":"https://ror.org/04fq9j139","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210135521"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J. Romero","raw_affiliation_strings":["Max Planck Institute for Intelligent Systems, Tuebingen, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Intelligent Systems, Tuebingen, Germany","institution_ids":["https://openalex.org/I4210135521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091380057","display_name":"Margaret L. Loper","orcid":"https://orcid.org/0000-0002-0977-696X"},"institutions":[{"id":"https://openalex.org/I4210135521","display_name":"Max Planck Institute for Intelligent Systems","ror":"https://ror.org/04fq9j139","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210135521"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. Loper","raw_affiliation_strings":["Max Planck Institute for Intelligent Systems, Tuebingen, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Intelligent Systems, Tuebingen, Germany","institution_ids":["https://openalex.org/I4210135521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015192785","display_name":"J\u00fcrgen Machann","orcid":"https://orcid.org/0000-0002-4458-5886"},"institutions":[{"id":"https://openalex.org/I4210160326","display_name":"German Center for Diabetes Research","ror":"https://ror.org/04qq88z54","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210160326","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J. Machann","raw_affiliation_strings":["Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich, University of Tuebingen, Tuebingen, Germany","Section on Experimental Radiology, Department of Diagnostic and Interventional Radiology, University Hospital Tuebingen, Tuebingen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich, University of Tuebingen, Tuebingen, Germany","institution_ids":["https://openalex.org/I4210160326"]},{"raw_affiliation_string":"Section on Experimental Radiology, Department of Diagnostic and Interventional Radiology, University Hospital Tuebingen, Tuebingen, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065396778","display_name":"Michael J. Black","orcid":"https://orcid.org/0000-0001-6077-4540"},"institutions":[{"id":"https://openalex.org/I4210135521","display_name":"Max Planck Institute for Intelligent Systems","ror":"https://ror.org/04fq9j139","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210135521"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. Black","raw_affiliation_strings":["Max Planck Institute for Intelligent Systems, Tuebingen, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Intelligent Systems, Tuebingen, Germany","institution_ids":["https://openalex.org/I4210135521"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088172358"],"corresponding_institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I4210135521"],"apc_list":null,"apc_paid":null,"fwci":1.2341,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.77598333,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"6","issue":"1","first_page":"51","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9922000169754028,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9753999710083008,"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/adipose-tissue","display_name":"Adipose tissue","score":0.6622757911682129},{"id":"https://openalex.org/keywords/subcutaneous-adipose-tissue","display_name":"Subcutaneous adipose tissue","score":0.6469254493713379},{"id":"https://openalex.org/keywords/subcutaneous-fat","display_name":"Subcutaneous fat","score":0.5159679055213928},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4720422029495239},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46970435976982117},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.42474493384361267},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.3679369390010834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35059356689453125},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3500261902809143},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2853768467903137},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13451364636421204},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.13133829832077026}],"concepts":[{"id":"https://openalex.org/C171089720","wikidata":"https://www.wikidata.org/wiki/Q193583","display_name":"Adipose tissue","level":2,"score":0.6622757911682129},{"id":"https://openalex.org/C2908640109","wikidata":"https://www.wikidata.org/wiki/Q193583","display_name":"Subcutaneous adipose tissue","level":3,"score":0.6469254493713379},{"id":"https://openalex.org/C3018861615","wikidata":"https://www.wikidata.org/wiki/Q1164665","display_name":"Subcutaneous fat","level":3,"score":0.5159679055213928},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4720422029495239},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46970435976982117},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.42474493384361267},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.3679369390010834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35059356689453125},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3500261902809143},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2853768467903137},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13451364636421204},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.13133829832077026},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/21681163.2016.1163508","is_oa":true,"landing_page_url":"https://doi.org/10.1080/21681163.2016.1163508","pdf_url":null,"source":{"id":"https://openalex.org/S2764763012","display_name":"Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization","issn_l":"2168-1163","issn":["2168-1163","2168-1171"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods in Biomechanics and Biomedical Engineering: Imaging &amp; Visualization","raw_type":"journal-article"},{"id":"pmh:oai:opus-zb.helmholtz-muenchen.de:55453","is_oa":true,"landing_page_url":"https://push-zb.helmholtz-muenchen.de/frontdoor.php?source_opus=55453","pdf_url":null,"source":{"id":"https://openalex.org/S4377196115","display_name":"Site cant be reached","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Comp. meth. biomech. biomed. engin. imag. visual. 6, 51-58 (2018)","raw_type":"Text"},{"id":"pmh:oai:pure.mpg.de:item_2389760","is_oa":false,"landing_page_url":"http://hdl.handle.net/11858/00-001M-0000-002D-1D6F-4","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Methods in Biomechanics and Biomedical Engineering","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:push-zb.helmholtz-munich.de:55453","is_oa":false,"landing_page_url":"https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=55453","pdf_url":null,"source":{"id":"https://openalex.org/S7407055352","display_name":"PuSH - Publication Server of Helmholtz Zentrum M\u00fcnchen","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comp. meth. biomech. biomed. engin. imag. visual. 6, 51-58 (2018)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1080/21681163.2016.1163508","is_oa":true,"landing_page_url":"https://doi.org/10.1080/21681163.2016.1163508","pdf_url":null,"source":{"id":"https://openalex.org/S2764763012","display_name":"Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization","issn_l":"2168-1163","issn":["2168-1163","2168-1171"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods in Biomechanics and Biomedical Engineering: Imaging &amp; Visualization","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W59822220","https://openalex.org/W60168724","https://openalex.org/W1480873147","https://openalex.org/W1499055110","https://openalex.org/W1509716186","https://openalex.org/W1523554224","https://openalex.org/W1759145496","https://openalex.org/W1965882520","https://openalex.org/W1972676091","https://openalex.org/W1985907520","https://openalex.org/W1987869189","https://openalex.org/W1989191365","https://openalex.org/W1992192543","https://openalex.org/W2008993105","https://openalex.org/W2014160361","https://openalex.org/W2038952578","https://openalex.org/W2042204212","https://openalex.org/W2045358378","https://openalex.org/W2065000345","https://openalex.org/W2074602591","https://openalex.org/W2079690285","https://openalex.org/W2100381933","https://openalex.org/W2105552793","https://openalex.org/W2112340265","https://openalex.org/W2112757681","https://openalex.org/W2119300483","https://openalex.org/W2133584444","https://openalex.org/W2133786576","https://openalex.org/W2135534478","https://openalex.org/W2149184914","https://openalex.org/W2155343350","https://openalex.org/W2157071715","https://openalex.org/W2157502851","https://openalex.org/W2164304423","https://openalex.org/W2168188895","https://openalex.org/W2177220821","https://openalex.org/W2503691862","https://openalex.org/W2535901150","https://openalex.org/W3211330693","https://openalex.org/W4206215385","https://openalex.org/W4252849117","https://openalex.org/W4255271036"],"related_works":["https://openalex.org/W2334220021","https://openalex.org/W2314630621","https://openalex.org/W2333015315","https://openalex.org/W4243772908","https://openalex.org/W4206220028","https://openalex.org/W2416730634","https://openalex.org/W2473618289","https://openalex.org/W2033789863","https://openalex.org/W2389496967","https://openalex.org/W2473764138"],"abstract_inverted_index":{"The":[0,14,87,108,129,143,167,192],"quantification":[1],"of":[2,16,48,76,97,123,137,169,187,194,207],"adipose":[3],"tissue":[4,18],"can":[5,41,150],"give":[6],"insights":[7],"into":[8,113],"obesity":[9],"and":[10,28,36,60,115,179],"the":[11,25,29,34,46,74,77,98,135,147,156,170,174,177,183,188,195,204,208,212],"associated":[12],"diseases.":[13],"segmentation":[15,47,75,136],"this":[17,66],"is":[19,71,90,103,111,132],"however":[20],"difficult,":[21],"particularly":[22],"due":[23],"to":[24,44,153],"complex":[26],"geometry":[27,159,201],"local":[30],"appearance":[31],"similarities":[32],"between":[33,182],"subcutaneous":[35,78,157,184],"visceral":[37],"types.":[38],"Shape":[39],"priors":[40],"be":[42,151],"used":[43,152],"regularise":[45],"geometries":[49,189],"with":[50,162,198],"small":[51],"variation":[52],"in":[53,81,126,134,160,173],"shape.":[54,128],"However,":[55],"human":[56,127],"bodies":[57],"are":[58],"articulated":[59],"substantially":[61],"different":[62,163,213],"across":[63,190,211],"subjects.":[64,191],"In":[65],"paper,":[67],"a":[68,93,120,199],"novel":[69],"method":[70,89,131],"proposed":[72,88,130,148],"for":[73],"fat":[79,158,185,196],"layer":[80,186,197],"full-body":[82],"magnetic":[83,139],"resonance":[84,140],"imaging":[85,141],"scans.":[86,107],"based":[91],"on":[92],"statistical":[94,171,205],"shape":[95,116,209],"model":[96,110,149,172],"whole":[99],"body":[100,109,164],"surface,":[101],"which":[102,118],"learned":[104],"from":[105],"geometric":[106],"factorised":[112],"pose":[114],"deformations,":[117],"allows":[119],"compact":[121],"parametrisation":[122],"large":[124],"variations":[125],"applied":[133],"five":[138],"data-sets.":[142],"experiments":[144],"show":[145],"that":[146],"effectively":[154],"segment":[155],"subjects":[161],"mass":[165],"indices.":[166],"incorporation":[168],"algorithm":[175],"regularises":[176],"segmentation,":[178],"establishes":[180],"correspondences":[181],"registration":[193],"common":[200],"could":[202],"facilitate":[203],"analysis":[206],"distribution":[210],"geometries.":[214]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
