{"id":"https://openalex.org/W2027741553","doi":"https://doi.org/10.1109/cbms.2012.6266303","title":"Fully automated hippocampus segmentation with virtual ant colonies","display_name":"Fully automated hippocampus segmentation with virtual ant colonies","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2027741553","doi":"https://doi.org/10.1109/cbms.2012.6266303","mag":"2027741553"},"language":"en","primary_location":{"id":"doi:10.1109/cbms.2012.6266303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms.2012.6266303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.openaccessrepository.it/record/140415","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065215430","display_name":"E. Fiorina","orcid":"https://orcid.org/0000-0002-8172-4283"},"institutions":[{"id":"https://openalex.org/I4210099850","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Torino","ror":"https://ror.org/01vj6ck58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210099850"]},{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Elisa Fiorina","raw_affiliation_strings":["Università di Torino, INFN (sez. Torino), Italy","Universit\u00e0 di Torino, INFN (sez. Torino), Italy"],"affiliations":[{"raw_affiliation_string":"Università di Torino, INFN (sez. Torino), Italy","institution_ids":["https://openalex.org/I4210099850"]},{"raw_affiliation_string":"Universit\u00e0 di Torino, INFN (sez. Torino), Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014383766","display_name":"R. Bellotti","orcid":"https://orcid.org/0000-0003-3198-2708"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]},{"id":"https://openalex.org/I4210112283","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Bari","ror":"https://ror.org/022hq6c49","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210112283"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Bellotti","raw_affiliation_strings":["Università di Bari INFN (sez. Bari), Italy","Universit\u00e0 di Bari INFN (sez. Bari), Italy"],"affiliations":[{"raw_affiliation_string":"Università di Bari INFN (sez. Bari), Italy","institution_ids":["https://openalex.org/I4210112283"]},{"raw_affiliation_string":"Universit\u00e0 di Bari INFN (sez. Bari), Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036440473","display_name":"P. Cerello","orcid":"https://orcid.org/0000-0002-2443-5178"},"institutions":[{"id":"https://openalex.org/I4210099850","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Torino","ror":"https://ror.org/01vj6ck58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210099850"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Piergiorgio Cerello","raw_affiliation_strings":["INFN (sez. Torino), Italy"],"affiliations":[{"raw_affiliation_string":"INFN (sez. Torino), Italy","institution_ids":["https://openalex.org/I4210099850"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081671692","display_name":"A. Chincarini","orcid":"https://orcid.org/0000-0003-4094-9942"},"institutions":[{"id":"https://openalex.org/I4210125647","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Genova","ror":"https://ror.org/02v89pq06","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210125647"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Chincarini","raw_affiliation_strings":["INFN (sez. Genova), Italy"],"affiliations":[{"raw_affiliation_string":"INFN (sez. Genova), Italy","institution_ids":["https://openalex.org/I4210125647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052539292","display_name":"I. De Mitri","orcid":"https://orcid.org/0000-0002-8665-1730"},"institutions":[{"id":"https://openalex.org/I4210095193","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Lecce","ror":"https://ror.org/00qrf6g60","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210095193"]},{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ivan De Mitri","raw_affiliation_strings":["Università del Salento, INFN (sez. Lecce), Italy","Universit\u00e0 del Salento, INFN (sez. Lecce), Italy"],"affiliations":[{"raw_affiliation_string":"Università del Salento, INFN (sez. Lecce), Italy","institution_ids":["https://openalex.org/I142910587","https://openalex.org/I4210095193"]},{"raw_affiliation_string":"Universit\u00e0 del Salento, INFN (sez. Lecce), Italy","institution_ids":["https://openalex.org/I4210095193","https://openalex.org/I142910587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004460160","display_name":"Maria Evelina Fantacci","orcid":"https://orcid.org/0000-0003-2130-4372"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Evelina Fantacci","raw_affiliation_strings":["Università di Pisa, INFN (sez. Pisa), Italy","Universit\u00e0 di Pisa, INFN (sez. Pisa), Italy"],"affiliations":[{"raw_affiliation_string":"Università di Pisa, INFN (sez. Pisa), Italy","institution_ids":["https://openalex.org/I4210160382"]},{"raw_affiliation_string":"Universit\u00e0 di Pisa, INFN (sez. Pisa), Italy","institution_ids":["https://openalex.org/I108290504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5065215430"],"corresponding_institution_ids":["https://openalex.org/I4210099850","https://openalex.org/I55143463"],"apc_list":null,"apc_paid":null,"fwci":0.3115,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.62445031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10608","display_name":"Neurogenesis and neuroplasticity mechanisms","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2806","display_name":"Developmental Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10608","display_name":"Neurogenesis and neuroplasticity mechanisms","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2806","display_name":"Developmental Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9912999868392944,"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/T10077","display_name":"Neuroscience and Neuropharmacology Research","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.842915952205658},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7678955793380737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7081406116485596},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.5847558975219727},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5249783396720886},{"id":"https://openalex.org/keywords/hippocampus","display_name":"Hippocampus","score":0.5109428763389587},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45920804142951965},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.45014646649360657},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.43114885687828064},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08570808172225952},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07818180322647095},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.056104838848114014}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.842915952205658},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7678955793380737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7081406116485596},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.5847558975219727},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5249783396720886},{"id":"https://openalex.org/C2781161787","wikidata":"https://www.wikidata.org/wiki/Q48360","display_name":"Hippocampus","level":2,"score":0.5109428763389587},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45920804142951965},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.45014646649360657},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.43114885687828064},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08570808172225952},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07818180322647095},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.056104838848114014},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cbms.2012.6266303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms.2012.6266303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS)","raw_type":"proceedings-article"},{"id":"pmh:oai:arpi.unipi.it:11568/157156","is_oa":false,"landing_page_url":"http://hdl.handle.net/11568/157156","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:zenodo.org:140415","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/140415","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"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":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:140415","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/140415","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"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":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1973699792","https://openalex.org/W1981159568","https://openalex.org/W1995415763","https://openalex.org/W2007927348","https://openalex.org/W2011431265","https://openalex.org/W2036162736","https://openalex.org/W2041073969","https://openalex.org/W2049836157","https://openalex.org/W2080086149","https://openalex.org/W2084879730","https://openalex.org/W2145424598","https://openalex.org/W2147146794","https://openalex.org/W2171225117","https://openalex.org/W2740364341","https://openalex.org/W4285719527","https://openalex.org/W6742300502"],"related_works":["https://openalex.org/W3104750253","https://openalex.org/W3021239166","https://openalex.org/W2586273397","https://openalex.org/W2390936256","https://openalex.org/W2483429559","https://openalex.org/W2016385589","https://openalex.org/W2009559548","https://openalex.org/W4366341510","https://openalex.org/W2906397153","https://openalex.org/W1522196789"],"abstract_inverted_index":{"The":[0,42,66,83,107,131],"development":[1],"of":[2,9,92,103,118,133],"tools":[3],"for":[4,22,30],"a":[5,28,59,63,72,90,99,134],"fully":[6],"automatic":[7],"segmentation":[8,102],"the":[10,16,31,45,80,104,125,140,146],"relevant":[11],"brain":[12],"structures,":[13],"such":[14],"as":[15],"hippocampus,":[17],"is":[18,40,76,122],"potentially":[19],"very":[20,151],"useful":[21],"pathologies":[23],"detection.":[24],"In":[25],"this":[26,149],"paper,":[27],"method":[29],"automated":[32],"hippocampal":[33],"segmentation,":[34],"based":[35],"on":[36],"virtual":[37],"ant":[38],"colonies,":[39],"proposed.":[41],"algorithm":[43,84],"used,":[44],"Channeler":[46],"Ant":[47],"Model":[48],"(CAM),":[49],"represents":[50],"an":[51,114],"effective":[52],"way":[53],"to":[54,78,111],"segment":[55],"3D":[56],"objects":[57],"with":[58,98],"complex":[60],"shape":[61,73],"in":[62],"noisy":[64],"background.":[65],"CAM":[67],"was":[68,85],"modified":[69],"by":[70],"inserting":[71],"knowledge":[74],"that":[75],"crucial":[77],"face":[79],"hippocampus":[81,105],"segmentation.":[82],"trained":[86],"and":[87,120,127,145],"tested":[88],"using":[89],"database":[91],"56":[93],"T1":[94],"weighted":[95],"MRI":[96],"images":[97],"known":[100],"manual":[101],"volume.":[106],"results":[108],"are":[109,143],"comparable":[110],"other":[112],"methods:":[113],"average":[115],"Dice":[116],"Index":[117],"0.74":[119],"0.72":[121],"obtained":[123],"over":[124],"left":[126],"right":[128],"hippocampi,":[129],"respectively.":[130],"lack":[132],"heavy":[135],"training":[136],"procedure,":[137],"because":[138],"all":[139],"model":[141],"parameters":[142],"fixed,":[144],"speed":[147],"make":[148],"approach":[150],"effective.":[152]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}