{"id":"https://openalex.org/W2215611792","doi":"https://doi.org/10.1109/ipta.2015.7367118","title":"2-Step robust vertebra segmentation","display_name":"2-Step robust vertebra segmentation","publication_year":2015,"publication_date":"2015-11-01","ids":{"openalex":"https://openalex.org/W2215611792","doi":"https://doi.org/10.1109/ipta.2015.7367118","mag":"2215611792"},"language":"en","primary_location":{"id":"doi:10.1109/ipta.2015.7367118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipta.2015.7367118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Image Processing Theory, Tools and Applications (IPTA)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01245736/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015312265","display_name":"Jean\u2010Baptiste Courbot","orcid":"https://orcid.org/0000-0001-6369-3463"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Baptiste Courbot","raw_affiliation_strings":["ICube, Universit\u00e9 de Strasbourg - CNRS, Illkirch, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICube, Universit\u00e9 de Strasbourg - CNRS, Illkirch, France","institution_ids":["https://openalex.org/I68947357","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103643460","display_name":"Edmond Rust","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Edmond Rust","raw_affiliation_strings":["ICube, Universit\u00e9 de Strasbourg - CNRS, Illkirch, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICube, Universit\u00e9 de Strasbourg - CNRS, Illkirch, France","institution_ids":["https://openalex.org/I68947357","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078186924","display_name":"Emmanuel Monfrini","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emmanuel Monfrini","raw_affiliation_strings":["Departement CITI, CNRS, UMR 5157 SAMOVAR, Evry, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departement CITI, CNRS, UMR 5157 SAMOVAR, Evry, France","institution_ids":["https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110302886","display_name":"Christophe Collet","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christophe Collet","raw_affiliation_strings":["ICube, Universit\u00e9 de Strasbourg - CNRS, Illkirch, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICube, Universit\u00e9 de Strasbourg - CNRS, Illkirch, France","institution_ids":["https://openalex.org/I68947357","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7276,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72358521,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"26","issue":null,"first_page":"157","last_page":"162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T14510","display_name":"Medical Imaging and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11363","display_name":"Dental Radiography and Imaging","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10776","display_name":"Spinal Fractures and Fixation Techniques","score":0.9641000032424927,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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":0.7833113074302673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.727685272693634},{"id":"https://openalex.org/keywords/vertebra","display_name":"Vertebra","score":0.7165111899375916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6726106405258179},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5479495525360107},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.505212128162384},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46809104084968567},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.42160648107528687},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16102930903434753},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.11128202080726624}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7833113074302673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.727685272693634},{"id":"https://openalex.org/C2776412215","wikidata":"https://www.wikidata.org/wiki/Q180323","display_name":"Vertebra","level":2,"score":0.7165111899375916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6726106405258179},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5479495525360107},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.505212128162384},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46809104084968567},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.42160648107528687},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16102930903434753},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.11128202080726624},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ipta.2015.7367118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipta.2015.7367118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Image Processing Theory, Tools and Applications (IPTA)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01245736v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01245736","pdf_url":"https://hal.science/hal-01245736/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ipta.fr/ipta15/","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01245736v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01245736","pdf_url":"https://hal.science/hal-01245736/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ipta.fr/ipta15/","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2215611792.pdf","grobid_xml":"https://content.openalex.org/works/W2215611792.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1491006673","https://openalex.org/W1604154211","https://openalex.org/W1950915640","https://openalex.org/W1979064019","https://openalex.org/W1993127575","https://openalex.org/W2022251943","https://openalex.org/W2067484188","https://openalex.org/W2081650149","https://openalex.org/W2086699924","https://openalex.org/W2118237321","https://openalex.org/W2118246710","https://openalex.org/W2152632881","https://openalex.org/W2170622722","https://openalex.org/W2496565275","https://openalex.org/W2799061466","https://openalex.org/W2799148064","https://openalex.org/W4294305479","https://openalex.org/W6845880123"],"related_works":["https://openalex.org/W4211210299","https://openalex.org/W2354495641","https://openalex.org/W2382038280","https://openalex.org/W2755807021","https://openalex.org/W2382141751","https://openalex.org/W4379231730","https://openalex.org/W2182960700","https://openalex.org/W4389858081","https://openalex.org/W2353644209","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Knowledge":[0],"of":[1,22,72,111],"vertebra":[2,45],"location,":[3],"shape":[4,71,91,134],"and":[5,26,100,114,135,138],"orientation":[6],"is":[7,93,131],"crucial":[8],"in":[9,30,120],"many":[10],"medical":[11],"applications":[12],"such":[13],"as":[14,118],"orthopedics":[15],"or":[16],"interventional":[17],"procedures.":[18],"The":[19],"wide":[20],"range":[21],"shapes,":[23],"joint":[24],"alterations":[25],"pathological":[27,101,143],"cases":[28,102,117],"encountered":[29,119],"an":[31],"aging":[32],"population":[33],"makes":[34],"automatic":[35],"segmentation":[36,46,81,141],"sometimes":[37],"challenging.":[38],"This":[39,56],"paper":[40],"presents":[41],"a":[42,64,69,76,83,109],"new":[43,65],"automated":[44],"method":[47,57,67,107,130],"for":[48,142],"3D":[49],"CT":[50],"data":[51],"which":[52],"tackles":[53],"these":[54],"problems.":[55],"has":[58],"two":[59],"consecutive":[60],"main":[61],"steps:":[62],"first":[63],"coarse-to-fine":[66],"produces":[68],"coarse":[70],"the":[73,88],"vertebra,":[74],"then":[75],"Hidden":[77],"Markov":[78],"Chain":[79],"(HMC)":[80],"using":[82],"specific":[84],"volume":[85],"transformation":[86],"refine":[87],"segmentation.":[89],"No":[90],"prior":[92],"used":[94],"thus":[95],"allowing":[96],"most":[97],"frequent":[98],"non-standard":[99,116],"handling.":[103],"We":[104],"experiment":[105],"this":[106],"on":[108,115],"set":[110],"standard":[112],"vertebrae":[113],"daily":[121],"practice.":[122],"After":[123],"expert":[124],"validation,":[125],"we":[126],"show":[127],"that":[128],"our":[129],"robust":[132],"to":[133],"luminance":[136],"changes,":[137],"provides":[139],"correct":[140],"cases.":[144]},"counts_by_year":[{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}