{"id":"https://openalex.org/W2067871115","doi":"https://doi.org/10.1109/cec.2014.6900466","title":"Automatic evolutionary medical image segmentation using deformable models","display_name":"Automatic evolutionary medical image segmentation using deformable models","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2067871115","doi":"https://doi.org/10.1109/cec.2014.6900466","mag":"2067871115"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2014.6900466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2014.6900466","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-01221343","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029102500","display_name":"Andrea Valsecchi","orcid":"https://orcid.org/0000-0002-5956-5749"},"institutions":[{"id":"https://openalex.org/I4210118569","display_name":"European Centre for Soft Computing","ror":"https://ror.org/02b1fy379","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210118569"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Andrea Valsecchi","raw_affiliation_strings":["European Centre for Soft Computing, Mieres, Spain","ECSC - European Center for Soft Computing (Mieres - Espagne)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"European Centre for Soft Computing, Mieres, Spain","institution_ids":["https://openalex.org/I4210118569"]},{"raw_affiliation_string":"ECSC - European Center for Soft Computing (Mieres - Espagne)","institution_ids":["https://openalex.org/I4210118569"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000005293","display_name":"Pablo Mesejo","orcid":"https://orcid.org/0000-0001-9955-2101"},"institutions":[{"id":"https://openalex.org/I124601658","display_name":"University of Parma","ror":"https://ror.org/02k7wn190","country_code":"IT","type":"education","lineage":["https://openalex.org/I124601658"]},{"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/I4210103002","display_name":"University of Clermont Auvergne","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210103002"]},{"id":"https://openalex.org/I4210105785","display_name":"Intelligent Systems Research (United States)","ror":"https://ror.org/01reevc91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105785"]}],"countries":["FR","IT","US"],"is_corresponding":false,"raw_author_name":"Pablo Mesejo","raw_affiliation_strings":["Deparment of Information Engineering, University of Parma, ItalY","ISIT-UMR 6284 CNRS, Universite d'Auvergne, Clermont-Ferrand, France","ISIT - Image Science for Interventional Techniques (Facult\u00e9s de M\u00e9decine-Pharmacie Batiment Principal 5e \u00e9tage R2 & Batiment 3C 2e \u00e9tage 28, Place Henri-Dunant 63001 Clermont-Ferrand - France)","Intelligent Bio-Inspired Systems lab (IBISlab) (Italie)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deparment of Information Engineering, University of Parma, ItalY","institution_ids":["https://openalex.org/I124601658"]},{"raw_affiliation_string":"ISIT-UMR 6284 CNRS, Universite d'Auvergne, Clermont-Ferrand, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210103002"]},{"raw_affiliation_string":"ISIT - Image Science for Interventional Techniques (Facult\u00e9s de M\u00e9decine-Pharmacie Batiment Principal 5e \u00e9tage R2 & Batiment 3C 2e \u00e9tage 28, Place Henri-Dunant 63001 Clermont-Ferrand - France)","institution_ids":[]},{"raw_affiliation_string":"Intelligent Bio-Inspired Systems lab (IBISlab) (Italie)","institution_ids":["https://openalex.org/I4210105785"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072135714","display_name":"Linda Marrakchi\u2010Kacem","orcid":null},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210121705","display_name":"Piti\u00e9-Salp\u00eatri\u00e8re Hospital","ror":"https://ror.org/02mh9a093","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210121705"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210152724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Linda Marrakchi-Kacem","raw_affiliation_strings":["Neurospin, UPMC Universit\u00e9, Paris 6, France","ARAMIS - Algorithms, models and methods for images and signals of the human brain (H\u00f4pital de la Piti\u00e9-Salp\u00eatri\u00e8re Batiment ICM 47 boulevard de l'hopital 75013 Paris - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurospin, UPMC Universit\u00e9, Paris 6, France","institution_ids":["https://openalex.org/I39804081"]},{"raw_affiliation_string":"ARAMIS - Algorithms, models and methods for images and signals of the human brain (H\u00f4pital de la Piti\u00e9-Salp\u00eatri\u00e8re Batiment ICM 47 boulevard de l'hopital 75013 Paris - France)","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210121705","https://openalex.org/I4210152724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090205116","display_name":"Stefano Cagnoni","orcid":"https://orcid.org/0000-0003-4669-512X"},"institutions":[{"id":"https://openalex.org/I124601658","display_name":"University of Parma","ror":"https://ror.org/02k7wn190","country_code":"IT","type":"education","lineage":["https://openalex.org/I124601658"]},{"id":"https://openalex.org/I4210105785","display_name":"Intelligent Systems Research (United States)","ror":"https://ror.org/01reevc91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105785"]}],"countries":["IT","US"],"is_corresponding":false,"raw_author_name":"Stefano Cagnoni","raw_affiliation_strings":["Deparment of Information Engineering, University of Parma, ItalY","Intelligent Bio-Inspired Systems lab (IBISlab) (Italie)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deparment of Information Engineering, University of Parma, ItalY","institution_ids":["https://openalex.org/I124601658"]},{"raw_affiliation_string":"Intelligent Bio-Inspired Systems lab (IBISlab) (Italie)","institution_ids":["https://openalex.org/I4210105785"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025745894","display_name":"Sergio Damas","orcid":"https://orcid.org/0000-0002-8377-8349"},"institutions":[{"id":"https://openalex.org/I4210118569","display_name":"European Centre for Soft Computing","ror":"https://ror.org/02b1fy379","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210118569"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sergio Damas","raw_affiliation_strings":["European Centre for Soft Computing, Mieres, Spain","ECSC - European Center for Soft Computing (Mieres - Espagne)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"European Centre for Soft Computing, Mieres, Spain","institution_ids":["https://openalex.org/I4210118569"]},{"raw_affiliation_string":"ECSC - European Center for Soft Computing (Mieres - Espagne)","institution_ids":["https://openalex.org/I4210118569"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5394,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.6969223,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"6","issue":null,"first_page":"97","last_page":"104"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques","score":0.9796000123023987,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7990000247955322},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7433490753173828},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.7318601608276367},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7200992107391357},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.6591454744338989},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.6499797105789185},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5807247757911682},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5788106918334961},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5375041961669922},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5186182856559753},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5120552182197571},{"id":"https://openalex.org/keywords/level-set","display_name":"Level set (data structures)","score":0.41538697481155396}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7990000247955322},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7433490753173828},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.7318601608276367},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7200992107391357},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.6591454744338989},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.6499797105789185},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5807247757911682},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5788106918334961},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5375041961669922},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5186182856559753},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5120552182197571},{"id":"https://openalex.org/C153008295","wikidata":"https://www.wikidata.org/wiki/Q6535093","display_name":"Level set (data structures)","level":2,"score":0.41538697481155396},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cec.2014.6900466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2014.6900466","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.722.9815","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.722.9815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://sci2s.ugr.es/sites/default/files/ficherosPublicaciones/1894_Valsecchi-etal-WCCI14-97-104.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-01221343v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01221343","pdf_url":null,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"16th IEEE Congress on Evolutionary Computation (CEC\u201914), Jul 2014, Beijing, China. pp.97-104, ⟨10.1109/CEC.2014.6900466⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01221343v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01221343","pdf_url":null,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"16th IEEE Congress on Evolutionary Computation (CEC\u201914), Jul 2014, Beijing, China. pp.97-104, ⟨10.1109/CEC.2014.6900466⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1483857267","https://openalex.org/W1565902586","https://openalex.org/W1573534773","https://openalex.org/W1972540344","https://openalex.org/W1973169445","https://openalex.org/W1974342535","https://openalex.org/W1998070036","https://openalex.org/W2003464969","https://openalex.org/W2017840187","https://openalex.org/W2038952578","https://openalex.org/W2051440654","https://openalex.org/W2060090293","https://openalex.org/W2067448964","https://openalex.org/W2077306300","https://openalex.org/W2097998348","https://openalex.org/W2104095591","https://openalex.org/W2115244576","https://openalex.org/W2116040950","https://openalex.org/W2118386984","https://openalex.org/W2121044470","https://openalex.org/W2128360257","https://openalex.org/W2135056195","https://openalex.org/W2141376824","https://openalex.org/W2142722911","https://openalex.org/W2147555557","https://openalex.org/W2161103921","https://openalex.org/W2167090712","https://openalex.org/W2313977982","https://openalex.org/W2911849323","https://openalex.org/W3211330693","https://openalex.org/W4253361434","https://openalex.org/W4256068510","https://openalex.org/W6633902517","https://openalex.org/W6674385629","https://openalex.org/W6678230397"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2945274617","https://openalex.org/W1986655823","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W4205800335","https://openalex.org/W2055202857","https://openalex.org/W2371519352","https://openalex.org/W2386644571","https://openalex.org/W2373659438"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"a":[3,50],"hybrid":[4],"level":[5,42],"set":[6,43,51],"approach":[7,83],"to":[8,38,44,109],"medical":[9,76],"image":[10,62,80,102],"segmentation.":[11,67],"The":[12,68,97],"method":[13,115],"combines":[14],"region-and":[15],"edge-based":[16],"information":[17],"with":[18,49,92],"the":[19,36,41,54,57,66,101,105,110,114],"prior":[20],"shape":[21],"knowledge":[22],"introduced":[23],"using":[24],"deformable":[25],"registration.":[26],"A":[27],"parameter":[28,106],"tuning":[29],"mechanism,":[30],"based":[31],"on":[32],"Genetic":[33],"Algorithms,":[34],"provides":[35],"ability":[37],"automatically":[39],"adapt":[40],"different":[45,75],"segmentation":[46,95],"tasks.":[47],"Provided":[48],"of":[52,99,113],"examples,":[53],"GA":[55],"learns":[56],"correct":[58],"weights":[59],"for":[60],"each":[61],"feature":[63],"used":[64],"in":[65,90],"algorithm":[69],"has":[70,84],"been":[71,118],"tested":[72],"over":[73],"four":[74],"datasets":[77],"across":[78],"three":[79],"modalities.":[81],"Our":[82],"shown":[85],"significantly":[86],"more":[87],"accurate":[88],"results":[89],"comparison":[91],"six":[93],"state-of-the-art":[94],"methods.":[96],"contributions":[98],"both":[100],"registration":[103],"and":[104],"learning":[107],"steps":[108],"overall":[111],"performance":[112],"have":[116],"also":[117],"analyzed.":[119]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}