{"id":"https://openalex.org/W2001787444","doi":"https://doi.org/10.1109/isbi.2012.6235792","title":"Optimal atlas selection using image similarities in a trained regression model to predict performance","display_name":"Optimal atlas selection using image similarities in a trained regression model to predict performance","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2001787444","doi":"https://doi.org/10.1109/isbi.2012.6235792","mag":"2001787444"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2012.6235792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2012.6235792","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5046846614","display_name":"Akin Akinyemi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143477","display_name":"Toshiba (United Kingdom)","ror":"https://ror.org/054hmd463","country_code":"GB","type":"company","lineage":["https://openalex.org/I1292669757","https://openalex.org/I4210143477"]},{"id":"https://openalex.org/I4210127366","display_name":"Toshiba (South Korea)","ror":"https://ror.org/02mavrn48","country_code":"KR","type":"company","lineage":["https://openalex.org/I1292669757","https://openalex.org/I4210127366"]}],"countries":["GB","KR"],"is_corresponding":true,"raw_author_name":"Akin Akinyemi","raw_affiliation_strings":["Toshiba Medical Visualization Systems, Europe, UK","Toshiba Medical Visualization Systems Europe"],"affiliations":[{"raw_affiliation_string":"Toshiba Medical Visualization Systems, Europe, UK","institution_ids":["https://openalex.org/I4210143477"]},{"raw_affiliation_string":"Toshiba Medical Visualization Systems Europe","institution_ids":["https://openalex.org/I4210127366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003857857","display_name":"Costas Plakas","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127366","display_name":"Toshiba (South Korea)","ror":"https://ror.org/02mavrn48","country_code":"KR","type":"company","lineage":["https://openalex.org/I1292669757","https://openalex.org/I4210127366"]},{"id":"https://openalex.org/I4210143477","display_name":"Toshiba (United Kingdom)","ror":"https://ror.org/054hmd463","country_code":"GB","type":"company","lineage":["https://openalex.org/I1292669757","https://openalex.org/I4210143477"]}],"countries":["GB","KR"],"is_corresponding":false,"raw_author_name":"Costas Plakas","raw_affiliation_strings":["Toshiba Medical Visualization Systems, Europe, UK","Toshiba Medical Visualization Systems Europe"],"affiliations":[{"raw_affiliation_string":"Toshiba Medical Visualization Systems, Europe, UK","institution_ids":["https://openalex.org/I4210143477"]},{"raw_affiliation_string":"Toshiba Medical Visualization Systems Europe","institution_ids":["https://openalex.org/I4210127366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109184785","display_name":"Jim Piper","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127366","display_name":"Toshiba (South Korea)","ror":"https://ror.org/02mavrn48","country_code":"KR","type":"company","lineage":["https://openalex.org/I1292669757","https://openalex.org/I4210127366"]},{"id":"https://openalex.org/I4210143477","display_name":"Toshiba (United Kingdom)","ror":"https://ror.org/054hmd463","country_code":"GB","type":"company","lineage":["https://openalex.org/I1292669757","https://openalex.org/I4210143477"]}],"countries":["GB","KR"],"is_corresponding":false,"raw_author_name":"Jim Piper","raw_affiliation_strings":["Toshiba Medical Visualization Systems, Europe, UK","Toshiba Medical Visualization Systems Europe"],"affiliations":[{"raw_affiliation_string":"Toshiba Medical Visualization Systems, Europe, UK","institution_ids":["https://openalex.org/I4210143477"]},{"raw_affiliation_string":"Toshiba Medical Visualization Systems Europe","institution_ids":["https://openalex.org/I4210127366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053832380","display_name":"Colin J. Roberts","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143477","display_name":"Toshiba (United Kingdom)","ror":"https://ror.org/054hmd463","country_code":"GB","type":"company","lineage":["https://openalex.org/I1292669757","https://openalex.org/I4210143477"]},{"id":"https://openalex.org/I4210127366","display_name":"Toshiba (South Korea)","ror":"https://ror.org/02mavrn48","country_code":"KR","type":"company","lineage":["https://openalex.org/I1292669757","https://openalex.org/I4210127366"]}],"countries":["GB","KR"],"is_corresponding":false,"raw_author_name":"Colin Roberts","raw_affiliation_strings":["Toshiba Medical Visualization Systems, Europe, UK","Toshiba Medical Visualization Systems Europe"],"affiliations":[{"raw_affiliation_string":"Toshiba Medical Visualization Systems, Europe, UK","institution_ids":["https://openalex.org/I4210143477"]},{"raw_affiliation_string":"Toshiba Medical Visualization Systems Europe","institution_ids":["https://openalex.org/I4210127366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110940526","display_name":"Ian Poole","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143477","display_name":"Toshiba (United Kingdom)","ror":"https://ror.org/054hmd463","country_code":"GB","type":"company","lineage":["https://openalex.org/I1292669757","https://openalex.org/I4210143477"]},{"id":"https://openalex.org/I4210127366","display_name":"Toshiba (South Korea)","ror":"https://ror.org/02mavrn48","country_code":"KR","type":"company","lineage":["https://openalex.org/I1292669757","https://openalex.org/I4210127366"]}],"countries":["GB","KR"],"is_corresponding":false,"raw_author_name":"Ian Poole","raw_affiliation_strings":["Toshiba Medical Visualization Systems, Europe, UK","Toshiba Medical Visualization Systems Europe"],"affiliations":[{"raw_affiliation_string":"Toshiba Medical Visualization Systems, Europe, UK","institution_ids":["https://openalex.org/I4210143477"]},{"raw_affiliation_string":"Toshiba Medical Visualization Systems Europe","institution_ids":["https://openalex.org/I4210127366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5046846614"],"corresponding_institution_ids":["https://openalex.org/I4210127366","https://openalex.org/I4210143477"],"apc_list":null,"apc_paid":null,"fwci":0.8236,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73852328,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1264","last_page":"1267"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9934999942779541,"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"}},{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9866999983787537,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/atlas","display_name":"Atlas (anatomy)","score":0.9108669757843018},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.828138530254364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7299715280532837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7030710577964783},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6021687388420105},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.5920846462249756},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5655539035797119},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.44360843300819397},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4396498501300812},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.41116076707839966},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19015297293663025},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10783857107162476},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07714909315109253},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.05521273612976074}],"concepts":[{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.9108669757843018},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.828138530254364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7299715280532837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7030710577964783},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6021687388420105},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.5920846462249756},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5655539035797119},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.44360843300819397},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4396498501300812},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.41116076707839966},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19015297293663025},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10783857107162476},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07714909315109253},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.05521273612976074},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2012.6235792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2012.6235792","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W132734906","https://openalex.org/W1759266258","https://openalex.org/W1987153816","https://openalex.org/W2032377318","https://openalex.org/W2066839705","https://openalex.org/W2148347694","https://openalex.org/W2914749043","https://openalex.org/W4237451364","https://openalex.org/W4293775970","https://openalex.org/W6637757506"],"related_works":["https://openalex.org/W1986655823","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W3144569342","https://openalex.org/W3011384228","https://openalex.org/W2945274617","https://openalex.org/W3199300986","https://openalex.org/W4313052709","https://openalex.org/W4298131179","https://openalex.org/W2375430703"],"abstract_inverted_index":{"An":[0],"atlas":[1,41,79,93],"in":[2,51,56,145],"the":[3,22,76,81,101,126,141],"context":[4],"of":[5,17,24,39,46,83,122,125,135,140],"atlas-based":[6],"segmentation":[7,20,64,102,139],"refers":[8],"to":[9,27,43,61,67,99,112,129],"a":[10,28,72,88,95,120],"pre-selected":[11],"image":[12,30,106],"with":[13,71],"labelled":[14],"anatomical":[15,48],"regions":[16],"interest.":[18],"Atlas-based":[19],"is":[21,42,66],"propagation":[23],"these":[25],"labels":[26],"novel":[29],"after":[31],"both":[32],"images":[33],"have":[34],"been":[35],"registered.":[36],"The":[37],"goal":[38],"an":[40,47,92,114],"be":[44,130],"representative":[45,124],"category,":[49],"but":[50],"practice":[52],"there":[53],"exists":[54],"variability":[55],"human":[57],"anatomy.":[58],"One":[59],"solution":[60],"maintain":[62],"consistent":[63],"accuracies":[65],"use":[68],"multiple":[69],"atlases,":[70,123],"system":[73],"for":[74,90,117],"selecting":[75,91,119],"most":[77],"appropriate":[78],"at":[80],"time":[82],"segmentation.":[84],"This":[85],"paper":[86],"describes":[87],"method":[89,116],"using":[94],"linear":[96],"regression":[97],"model":[98],"predict":[100],"accuracy":[103],"based":[104],"on":[105],"similarity":[107],"measures.":[108],"It":[109],"goes":[110],"further":[111],"present":[113],"offline":[115],"automatically":[118],"set":[121,128],"training":[127],"used":[131],"during":[132],"segmentation;":[133],"all":[134],"this":[136],"illustrated":[137],"by":[138],"heart":[142],"and":[143],"kidneys":[144],"3D":[146],"CT":[147],"images.":[148]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
