{"id":"https://openalex.org/W1968937109","doi":"https://doi.org/10.1109/embc.2012.6346841","title":"Multi-object active shape model construction for abdomen segmentation: Preliminary results","display_name":"Multi-object active shape model construction for abdomen segmentation: Preliminary results","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W1968937109","doi":"https://doi.org/10.1109/embc.2012.6346841","mag":"1968937109","pmid":"https://pubmed.ncbi.nlm.nih.gov/23366802"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2012.6346841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6346841","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"conference-paper","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/A5050278626","display_name":"Sebastian T. Gollmer","orcid":null},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"S. T. Gollmer","raw_affiliation_strings":["Institute of Medical Engineering, University of L\u00fcbeck, 23562 L\u00fcbeck, Germany. fgollmer@imt.uni-luebeck.de","Institute of Medical Engineering, University of L\u00fcbeck, 23562, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Engineering, University of L\u00fcbeck, 23562 L\u00fcbeck, Germany. fgollmer@imt.uni-luebeck.de","institution_ids":["https://openalex.org/I9341345"]},{"raw_affiliation_string":"Institute of Medical Engineering, University of L\u00fcbeck, 23562, Germany","institution_ids":["https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101998539","display_name":"Mart\u00edn Sim\u00f3n","orcid":"https://orcid.org/0000-0001-6393-2938"},"institutions":[{"id":"https://openalex.org/I4210112713","display_name":"University Hospital Schleswig-Holstein","ror":"https://ror.org/01tvm6f46","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210112713"]},{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. Simon","raw_affiliation_strings":["Campus L\u00fcbeck, Clinic for Radiology and Nuclear Medicine, Clinic for Neuroradiology, University Medical Center Schleswig-Holstein, Lubeck, Germany","University Medical Center Schleswig-Holstein, Campus L\u00fcbeck, Clinic for Neuroradiology, 23562, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Campus L\u00fcbeck, Clinic for Radiology and Nuclear Medicine, Clinic for Neuroradiology, University Medical Center Schleswig-Holstein, Lubeck, Germany","institution_ids":[]},{"raw_affiliation_string":"University Medical Center Schleswig-Holstein, Campus L\u00fcbeck, Clinic for Neuroradiology, 23562, Germany","institution_ids":["https://openalex.org/I4210112713","https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044190224","display_name":"Arpad Bischof","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A. Bischof","raw_affiliation_strings":["Research Facilities, IMAGE Information Systems Limited, London, UK","IMAGE Information Systems Ltd., Research Facilities, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Facilities, IMAGE Information Systems Limited, London, UK","institution_ids":[]},{"raw_affiliation_string":"IMAGE Information Systems Ltd., Research Facilities, London, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051179712","display_name":"J\u00f6rg Barkhausen","orcid":"https://orcid.org/0000-0001-8937-1198"},"institutions":[{"id":"https://openalex.org/I4210112713","display_name":"University Hospital Schleswig-Holstein","ror":"https://ror.org/01tvm6f46","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210112713"]},{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J. Barkhausen","raw_affiliation_strings":["Campus L\u00fcbeck, Clinic for Radiology and Nuclear Medicine, University Medical Center Schleswig-Holstein, Lubeck, Germany","University Medical Center Schleswig-Holstein, Campus L\u00fcbeck, Clinic for Radiology and Nuclear Medicine, 23562, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Campus L\u00fcbeck, Clinic for Radiology and Nuclear Medicine, University Medical Center Schleswig-Holstein, Lubeck, Germany","institution_ids":[]},{"raw_affiliation_string":"University Medical Center Schleswig-Holstein, Campus L\u00fcbeck, Clinic for Radiology and Nuclear Medicine, 23562, Germany","institution_ids":["https://openalex.org/I4210112713","https://openalex.org/I9341345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075608266","display_name":"Thorsten M. Buzug","orcid":"https://orcid.org/0000-0002-0399-8043"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"T. M. Buzug","raw_affiliation_strings":["Institute of Medical Engineering, University of L\u00fcbeck, Lubeck, Germany","Institute of Medical Engineering, University of L\u00fcbeck, 23562, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Engineering, University of L\u00fcbeck, Lubeck, Germany","institution_ids":["https://openalex.org/I9341345"]},{"raw_affiliation_string":"Institute of Medical Engineering, University of L\u00fcbeck, 23562, Germany","institution_ids":["https://openalex.org/I9341345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6732,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.66900334,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"5762","issue":null,"first_page":"3990","last_page":"3993"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9986000061035156,"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":0.9986000061035156,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9965999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.8494300842285156},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7251564264297485},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6971063613891602},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6138518452644348},{"id":"https://openalex.org/keywords/decoupling","display_name":"Decoupling (probability)","score":0.6074507832527161},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.589062511920929},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5812608003616333},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5708371996879578},{"id":"https://openalex.org/keywords/active-shape-model","display_name":"Active shape model","score":0.5629444122314453},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.5456186532974243},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.4383411407470703},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3830193281173706},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06932592391967773}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8494300842285156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7251564264297485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6971063613891602},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6138518452644348},{"id":"https://openalex.org/C205606062","wikidata":"https://www.wikidata.org/wiki/Q5249645","display_name":"Decoupling (probability)","level":2,"score":0.6074507832527161},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.589062511920929},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5812608003616333},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5708371996879578},{"id":"https://openalex.org/C129641003","wikidata":"https://www.wikidata.org/wiki/Q267189","display_name":"Active shape model","level":3,"score":0.5629444122314453},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.5456186532974243},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.4383411407470703},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3830193281173706},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06932592391967773},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000005","descriptor_name":"Abdomen","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D000005","descriptor_name":"Abdomen","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D000005","descriptor_name":"Abdomen","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","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":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D008953","descriptor_name":"Models, Anatomic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008953","descriptor_name":"Models, Anatomic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008953","descriptor_name":"Models, Anatomic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009928","descriptor_name":"Organ Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009928","descriptor_name":"Organ Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009928","descriptor_name":"Organ Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011860","descriptor_name":"Radiography, Abdominal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011860","descriptor_name":"Radiography, Abdominal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011860","descriptor_name":"Radiography, Abdominal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013154","descriptor_name":"Spleen","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D013154","descriptor_name":"Spleen","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D013154","descriptor_name":"Spleen","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D013154","descriptor_name":"Spleen","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D013154","descriptor_name":"Spleen","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D013154","descriptor_name":"Spleen","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2012.6346841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6346841","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:23366802","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23366802","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W190057165","https://openalex.org/W1481198420","https://openalex.org/W1505662161","https://openalex.org/W1512148629","https://openalex.org/W1534795966","https://openalex.org/W1547035658","https://openalex.org/W1548531823","https://openalex.org/W1558236763","https://openalex.org/W1978406597","https://openalex.org/W1993267444","https://openalex.org/W2000372429","https://openalex.org/W2038952578","https://openalex.org/W2049981393","https://openalex.org/W2050542229","https://openalex.org/W2062407852","https://openalex.org/W2095098995","https://openalex.org/W2100947629","https://openalex.org/W2102669269","https://openalex.org/W2116329629","https://openalex.org/W2125201914","https://openalex.org/W2143781397","https://openalex.org/W2153431772","https://openalex.org/W2160698381","https://openalex.org/W2164715129","https://openalex.org/W4285719527","https://openalex.org/W6628718390","https://openalex.org/W6631972950","https://openalex.org/W6632499662","https://openalex.org/W6633494977"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2185902295","https://openalex.org/W2945274617","https://openalex.org/W2103507220","https://openalex.org/W2055202857","https://openalex.org/W2371519352","https://openalex.org/W4205800335","https://openalex.org/W2386644571","https://openalex.org/W2372421320","https://openalex.org/W2551987074"],"abstract_inverted_index":{"The":[0],"automatic":[1,79],"segmentation":[2,112,121],"of":[3,34,70,81,95],"abdominal":[4],"organs":[5,71],"is":[6,28,72,84],"a":[7,55,68,75,101],"pre-requisite":[8],"for":[9,29,78,87,93],"many":[10],"medical":[11],"applications.":[12],"Successful":[13],"methods":[14],"typically":[15],"rely":[16],"on":[17,51,100],"prior":[18],"knowledge":[19],"about":[20],"the":[21,131],"to":[22,40,65,118],"be":[23],"segmented":[24],"anatomy":[25],"as":[26],"it":[27],"instance":[30],"provided":[31],"by":[32],"means":[33],"active":[35],"shape":[36,89],"models":[37],"(ASMs).":[38],"Contrary":[39],"most":[41],"previous":[42],"ASM":[43,134],"based":[44,99],"methods,":[45],"this":[46],"work":[47],"does":[48],"not":[49],"focus":[50],"individual":[52],"organs.":[53],"Instead,":[54],"more":[56],"holistic":[57],"approach":[58],"that":[59],"aims":[60],"at":[61],"exploiting":[62],"inter-organ":[63],"relationships":[64],"eventually":[66],"segment":[67],"complex":[69],"proposed.":[73],"Accordingly,":[74],"flexible":[76],"framework":[77],"construction":[80],"multi-object":[82],"ASMs":[83],"introduced,":[85],"employed":[86],"coupled":[88,103],"modeling,":[90],"and":[91,97,123],"used":[92],"co-segmentation":[94],"liver":[96],"spleen":[98],"new":[102],"shape/separate":[104],"pose":[105,115],"approach.":[106,135],"Our":[107],"first":[108],"results":[109,122],"indicate":[110],"feasible":[111],"accuracies,":[113],"whereas":[114],"decoupling":[116],"leads":[117],"substantially":[119],"better":[120,129],"performs":[124],"in":[125],"average":[126],"also":[127],"slightly":[128],"than":[130],"standard":[132],"single-object":[133]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
