{"id":"https://openalex.org/W2162403881","doi":"https://doi.org/10.1109/isbi.2010.5490121","title":"SPARC: Unified framework for automatic segmentation, probabilistic atlas construction, registration and clustering of brain MR images","display_name":"SPARC: Unified framework for automatic segmentation, probabilistic atlas construction, registration and clustering of brain MR images","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2162403881","doi":"https://doi.org/10.1109/isbi.2010.5490121","mag":"2162403881"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2010.5490121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2010.5490121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro","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/A5079965425","display_name":"Annemie Ribbens","orcid":"https://orcid.org/0000-0002-5732-5389"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Annemie Ribbens","raw_affiliation_strings":["Center for Processing Speech and Images-PSI, Department of Electrical Engineering-ESAT Faculty of Engineering, Katholieke Universiteit Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Center for Processing Speech and Images-PSI, Department of Electrical Engineering-ESAT Faculty of Engineering, Katholieke Universiteit Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008370723","display_name":"Jeroen Hermans","orcid":"https://orcid.org/0000-0001-5279-316X"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jeroen Hermans","raw_affiliation_strings":["Center for Processing Speech and Images-PSI, Department of Electrical Engineering-ESAT Faculty of Engineering, Katholieke Universiteit Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Center for Processing Speech and Images-PSI, Department of Electrical Engineering-ESAT Faculty of Engineering, Katholieke Universiteit Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035651557","display_name":"Frederik Maes","orcid":"https://orcid.org/0000-0003-0027-1479"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Frederik Maes","raw_affiliation_strings":["Center for Processing Speech and Images-PSI, Department of Electrical Engineering-ESAT Faculty of Engineering, Katholieke Universiteit Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Center for Processing Speech and Images-PSI, Department of Electrical Engineering-ESAT Faculty of Engineering, Katholieke Universiteit Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085220186","display_name":"Dirk Vandermeulen","orcid":"https://orcid.org/0000-0002-4052-5296"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Dirk Vandermeulen","raw_affiliation_strings":["Center for Processing Speech and Images-PSI, Department of Electrical Engineering-ESAT Faculty of Engineering, Katholieke Universiteit Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Center for Processing Speech and Images-PSI, Department of Electrical Engineering-ESAT Faculty of Engineering, Katholieke Universiteit Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017232974","display_name":"Paul Suetens","orcid":"https://orcid.org/0000-0003-1301-0884"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Paul Suetens","raw_affiliation_strings":["Center for Processing Speech and Images-PSI, Department of Electrical Engineering-ESAT Faculty of Engineering, Katholieke Universiteit Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Center for Processing Speech and Images-PSI, Department of Electrical Engineering-ESAT Faculty of Engineering, Katholieke Universiteit Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079965425"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":1.2749,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82781056,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2","issue":null,"first_page":"856","last_page":"859"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9883000254631042,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9699000120162964,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7652424573898315},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7619019746780396},{"id":"https://openalex.org/keywords/atlas","display_name":"Atlas (anatomy)","score":0.7032846212387085},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7016438245773315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7014788389205933},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6844050884246826},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6642049551010132},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.6290289163589478},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.5671946406364441},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5423617362976074},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.5272984504699707},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5070226192474365},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48532217741012573},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.46428006887435913},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4061791002750397},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06438764929771423}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7652424573898315},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7619019746780396},{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.7032846212387085},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7016438245773315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7014788389205933},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6844050884246826},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6642049551010132},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.6290289163589478},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.5671946406364441},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5423617362976074},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.5272984504699707},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5070226192474365},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48532217741012573},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.46428006887435913},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4061791002750397},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06438764929771423},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi.2010.5490121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2010.5490121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/261233","is_oa":false,"landing_page_url":"https://lirias.kuleuven.be/bitstream/123456789/261233/2/2929.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE international symposium on biomedical imaging : from nano to macro - ISBI 2010, Rotterdam, The Netherlands, 14-17 April 2010","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1514618654","https://openalex.org/W1972099553","https://openalex.org/W2034372240","https://openalex.org/W2034432063","https://openalex.org/W2082484987","https://openalex.org/W2121014637","https://openalex.org/W2122034173","https://openalex.org/W2122744563","https://openalex.org/W2133086277","https://openalex.org/W2133482182","https://openalex.org/W2134037853","https://openalex.org/W2134495751","https://openalex.org/W2154702468","https://openalex.org/W2161591846","https://openalex.org/W2282411832","https://openalex.org/W2312776025","https://openalex.org/W2622949856","https://openalex.org/W4230920194","https://openalex.org/W6678426101"],"related_works":["https://openalex.org/W1990901612","https://openalex.org/W3144569342","https://openalex.org/W2185902295","https://openalex.org/W2945274617","https://openalex.org/W2372421320","https://openalex.org/W2057775483","https://openalex.org/W2041871225","https://openalex.org/W2386644571","https://openalex.org/W4205800335","https://openalex.org/W2387793296"],"abstract_inverted_index":{"Automated":[0],"methods":[1],"for":[2,96],"image":[3,5,20,98],"segmentation,":[4,60],"registration,":[6],"clustering":[7,61],"of":[8,15,59,76,91],"images":[9,56],"and":[10,54,62,69,79],"probabilistic":[11,38],"atlas":[12,63],"construction":[13],"are":[14,33,67,83],"great":[16],"interest":[17],"in":[18,35,57,73,99],"medical":[19],"analysis.":[21],"In":[22],"this":[23],"work,":[24],"we":[25],"propose":[26],"a":[27,74],"model":[28],"where":[29],"these":[30],"different":[31,71],"aspects":[32],"combined":[34],"one":[36],"comprehensive":[37],"framework.":[39],"The":[40],"framework":[41],"is":[42,50],"formulated":[43],"as":[44],"an":[45],"EM":[46],"optimization":[47],"algorithm.":[48],"Validation":[49],"performed":[51],"on":[52],"simulated":[53],"real":[55],"terms":[58],"construction.":[64],"Accurate":[65],"segmentations":[66],"obtained":[68],"the":[70,89,100],"modes":[72],"population":[75],"normal":[77],"controls":[78],"Huntington":[80],"disease":[81],"patients":[82],"discovered.":[84],"Furthermore,":[85],"our":[86],"method":[87],"reveals":[88],"localization":[90],"cluster":[92],"specific":[93],"morphological":[94],"differences":[95],"each":[97],"population.":[101]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
