{"id":"https://openalex.org/W2026831898","doi":"https://doi.org/10.1109/mmbia.2012.6164743","title":"Pictorial multi-atlas segmentation of brain MRI","display_name":"Pictorial multi-atlas segmentation of brain MRI","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2026831898","doi":"https://doi.org/10.1109/mmbia.2012.6164743","mag":"2026831898"},"language":"en","primary_location":{"id":"doi:10.1109/mmbia.2012.6164743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmbia.2012.6164743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101940197","display_name":"Chengyi Liu","orcid":"https://orcid.org/0009-0002-8940-9787"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cheng-Yi Liu","raw_affiliation_strings":["Laboratory of Neuro Imaging, University of California, Los Angeles, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Neuro Imaging, University of California, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054888342","display_name":"Juan Eugenio Iglesias","orcid":"https://orcid.org/0000-0001-7569-173X"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Juan Eugenio Iglesias","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, MGH, Harvard Medical School, USA","Laboratory of Neuro Imaging, University of California, Los Angeles, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, MGH, Harvard Medical School, USA","institution_ids":["https://openalex.org/I4210127055"]},{"raw_affiliation_string":"Laboratory of Neuro Imaging, University of California, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001760915","display_name":"Zhuowen Tu","orcid":"https://orcid.org/0000-0002-1900-2124"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhuowen Tu","raw_affiliation_strings":["Laboratory of Neuro Imaging, University of California, Los Angeles, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Neuro Imaging, University of California, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"65","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9962999820709229,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9929999709129333,"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/atlas","display_name":"Atlas (anatomy)","score":0.9107866287231445},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.8879119157791138},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7507047057151794},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6533569693565369},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.641040563583374},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5984334349632263},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5451958179473877},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5164868831634521},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.45409151911735535},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43945133686065674},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.42445439100265503},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14578023552894592}],"concepts":[{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.9107866287231445},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8879119157791138},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7507047057151794},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6533569693565369},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.641040563583374},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5984334349632263},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5451958179473877},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5164868831634521},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.45409151911735535},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43945133686065674},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.42445439100265503},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14578023552894592},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mmbia.2012.6164743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmbia.2012.6164743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1517839093","https://openalex.org/W1970928383","https://openalex.org/W1987869189","https://openalex.org/W2000716207","https://openalex.org/W2018662705","https://openalex.org/W2030536784","https://openalex.org/W2071881327","https://openalex.org/W2098684027","https://openalex.org/W2102099319","https://openalex.org/W2102595307","https://openalex.org/W2142456468","https://openalex.org/W2147918053","https://openalex.org/W2160153825","https://openalex.org/W2171689646"],"related_works":["https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W3144569342","https://openalex.org/W3011384228","https://openalex.org/W4313052709","https://openalex.org/W2945274617","https://openalex.org/W3199300986","https://openalex.org/W4298131179","https://openalex.org/W2375430703","https://openalex.org/W1522196789"],"abstract_inverted_index":{"The":[0],"use":[1],"of":[2,36,60,75,92,105,125],"a":[3,53,80],"single":[4],"labeled":[5],"volume":[6,37],"(\u201catlas\u201d)":[7],"is":[8,15,95],"limited":[9],"in":[10,65,108,128],"registration-based":[11,93],"segmentation":[12,44,94,100,120],"because":[13],"it":[14,51],"hard":[16],"for":[17],"one":[18],"atlas":[19,107],"to":[20,38,57,83],"represent":[21],"the":[22,34,41,67,73,86,90,106,115,123],"whole":[23],"data":[24],"population,":[25],"especially":[26],"if":[27],"input":[28],"images":[29],"observe":[30],"large":[31],"variation.":[32],"Moreover,":[33],"choice":[35],"label":[39],"biases":[40],"algorithm.":[42],"Multi-atlas":[43],"has":[45,52],"emerged":[46],"as":[47],"an":[48,109],"alternative":[49],"but":[50],"similar":[54],"drawback":[55],"due":[56],"combinatory":[58],"combinations":[59],"different":[61],"anatomical":[62],"structures;":[63],"and":[64,89,121,131],"addition,":[66],"computation":[68],"time":[69],"grows":[70],"linearly":[71],"with":[72,118],"number":[74],"atlases.":[76],"In":[77],"this":[78],"paper,":[79],"pictorial-structure-based":[81],"approach":[82,117],"achieving":[84],"both":[85,129],"high":[87],"performance":[88],"efficiency":[91],"proposed.":[96],"Our":[97],"method":[98,127],"performs":[99],"via":[101],"registering":[102],"each":[103],"structure":[104],"exemplar-based":[110],"graphical":[111],"model.":[112],"We":[113],"compared":[114],"proposed":[116],"multi-atlas":[119],"show":[122],"advantage":[124],"our":[126],"effectiveness":[130],"efficiency.":[132]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
