{"id":"https://openalex.org/W1981964326","doi":"https://doi.org/10.1109/isbi.2010.5490413","title":"Adaptive weighted fusion of multiple MR sequences for brain lesion segmentation","display_name":"Adaptive weighted fusion of multiple MR sequences for brain lesion segmentation","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1981964326","doi":"https://doi.org/10.1109/isbi.2010.5490413","mag":"1981964326"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2010.5490413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2010.5490413","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":true,"oa_status":"green","oa_url":"https://inserm.hal.science/inserm-00723807","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088691547","display_name":"Florence Forbes","orcid":"https://orcid.org/0000-0003-3639-0226"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210101348","display_name":"Centre Inria de l'Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/00n8d6z93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210101348"]},{"id":"https://openalex.org/I4210149092","display_name":"Laboratoire Jean Kuntzmann","ror":"https://ror.org/04ett5b41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210149092","https://openalex.org/I899635006","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"F. Forbes","raw_affiliation_strings":["LJK, INRIA Grenoble Rh\u00f4ne-Alpes, Montbonnot, France","INRIA Grenoble Rh\u00f4ne-Alpes, LJK, Mistis team, Montbonnot, France"],"affiliations":[{"raw_affiliation_string":"LJK, INRIA Grenoble Rh\u00f4ne-Alpes, Montbonnot, France","institution_ids":["https://openalex.org/I4210101348","https://openalex.org/I1326498283","https://openalex.org/I4210149092"]},{"raw_affiliation_string":"INRIA Grenoble Rh\u00f4ne-Alpes, LJK, Mistis team, Montbonnot, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210149092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003557370","display_name":"Senan Doyle","orcid":"https://orcid.org/0000-0002-2729-6265"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210101348","display_name":"Centre Inria de l'Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/00n8d6z93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210101348"]},{"id":"https://openalex.org/I4210149092","display_name":"Laboratoire Jean Kuntzmann","ror":"https://ror.org/04ett5b41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210149092","https://openalex.org/I899635006","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S. Doyle","raw_affiliation_strings":["LJK, INRIA Grenoble Rh\u00f4ne-Alpes, Montbonnot, France","INRIA Grenoble Rh\u00f4ne-Alpes, LJK, Mistis team, Montbonnot, France"],"affiliations":[{"raw_affiliation_string":"LJK, INRIA Grenoble Rh\u00f4ne-Alpes, Montbonnot, France","institution_ids":["https://openalex.org/I4210101348","https://openalex.org/I1326498283","https://openalex.org/I4210149092"]},{"raw_affiliation_string":"INRIA Grenoble Rh\u00f4ne-Alpes, LJK, Mistis team, Montbonnot, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210149092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056572678","display_name":"Daniel Garc\u00eda-Lorenzo","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]},{"id":"https://openalex.org/I4387152452","display_name":"Empenn","ror":"https://ror.org/02hp31992","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I154526488","https://openalex.org/I4387152452","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"D. Garcia-Lorenzo","raw_affiliation_strings":["INRIA Rennes Bretagne Atlantique, Rennes, France","INRIA Rennes Bretagne Atlantique, Visages team, Rennes, France"],"affiliations":[{"raw_affiliation_string":"INRIA Rennes Bretagne Atlantique, Rennes, France","institution_ids":["https://openalex.org/I4210133778","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"INRIA Rennes Bretagne Atlantique, Visages team, Rennes, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4387152452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066059428","display_name":"Christian Barillot","orcid":"https://orcid.org/0000-0002-1589-7696"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]},{"id":"https://openalex.org/I4387152452","display_name":"Empenn","ror":"https://ror.org/02hp31992","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I154526488","https://openalex.org/I4387152452","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C. Barillot","raw_affiliation_strings":["INRIA Rennes Bretagne Atlantique, Rennes, France","INRIA Rennes Bretagne Atlantique, Visages team, Rennes, France"],"affiliations":[{"raw_affiliation_string":"INRIA Rennes Bretagne Atlantique, Rennes, France","institution_ids":["https://openalex.org/I4210133778","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"INRIA Rennes Bretagne Atlantique, Visages team, Rennes, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4387152452"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030109986","display_name":"Michel Dojat","orcid":"https://orcid.org/0000-0003-2747-6845"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Dojat","raw_affiliation_strings":["INSERM, GIN, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"INSERM, GIN, Grenoble, France","institution_ids":["https://openalex.org/I154526488"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088691547"],"corresponding_institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210101348","https://openalex.org/I4210149092"],"apc_list":null,"apc_paid":null,"fwci":1.1548,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.76866049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"69","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9872000217437744,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/weighting","display_name":"Weighting","score":0.8080490231513977},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6812796592712402},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6751675605773926},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6556545495986938},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6480970978736877},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6397408843040466},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6323271989822388},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.5486487150192261},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08380553126335144}],"concepts":[{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.8080490231513977},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6812796592712402},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6751675605773926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6556545495986938},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6480970978736877},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6397408843040466},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6323271989822388},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.5486487150192261},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08380553126335144},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/isbi.2010.5490413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2010.5490413","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:CiteSeerX.psu:10.1.1.1031.6915","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1031.6915","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.hal.inserm.fr/inserm-00723807/document/","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.636.293","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.636.293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hal-cea.archives-ouvertes.fr/docs/00/72/38/07/PDF/isbi2010_FF.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:inserm-00723807v1","is_oa":true,"landing_page_url":"https://inserm.hal.science/inserm-00723807","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":"2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Apr 2010, Rotterdam, Netherlands. pp.69-72, &#x27E8;10.1109/ISBI.2010.5490413&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:inserm-00723807v1","is_oa":true,"landing_page_url":"https://inserm.hal.science/inserm-00723807","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":"2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Apr 2010, Rotterdam, Netherlands. pp.69-72, &#x27E8;10.1109/ISBI.2010.5490413&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W19650018","https://openalex.org/W1554544485","https://openalex.org/W1570770495","https://openalex.org/W1579271636","https://openalex.org/W1874319756","https://openalex.org/W1987869189","https://openalex.org/W2048074616","https://openalex.org/W2076364662","https://openalex.org/W2098692008","https://openalex.org/W2121957881","https://openalex.org/W2124471971","https://openalex.org/W2139656398","https://openalex.org/W2142592339","https://openalex.org/W2155932040","https://openalex.org/W2168399612","https://openalex.org/W2488678869","https://openalex.org/W6633833189"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W164103134","https://openalex.org/W2787352659","https://openalex.org/W1970611213","https://openalex.org/W1707372784","https://openalex.org/W2096006843"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,25,63,73],"technique":[3],"for":[4,36],"fusing":[5],"the":[6,37,42,51,56,62,82,85,94],"output":[7],"of":[8,44,53,58,68,96],"multiple":[9,97],"Magnetic":[10],"Resonance":[11],"(MR)":[12],"sequences":[13],"to":[14,34,81,93],"robustly":[15],"and":[16,40,71,84,99],"accurately":[17],"segment":[18],"brain":[19],"lesions.":[20],"It":[21],"is":[22,77],"based":[23],"on":[24,61],"Bayesian":[26,48],"multi-sequence":[27],"Markov":[28],"model":[29],"that":[30],"includes":[31],"weight":[32],"parameters":[33],"account":[35],"relative":[38],"importance":[39],"control":[41],"impact":[43],"each":[45,69],"sequence.":[46],"The":[47,90],"framework":[49],"has":[50],"advantage":[52],"allowing":[54],"1)":[55],"incorporation":[57],"expert":[59],"knowledge":[60],"priori":[64],"relevant":[65],"information":[66],"content":[67],"sequence":[70],"2)":[72],"weighting":[74],"scheme":[75],"which":[76],"modified":[78],"adaptively":[79],"according":[80],"data":[83],"segmentation":[86],"task":[87],"under":[88],"consideration.":[89],"model,":[91],"applied":[92],"detection":[95],"sclerosis":[98],"stroke":[100],"lesions":[101],"shows":[102],"promising":[103],"results.":[104]},"counts_by_year":[{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}
