{"id":"https://openalex.org/W2146371994","doi":"https://doi.org/10.1109/isbi.2013.6556671","title":"Semi-automatic classification of lesion patterns in patients with clinically isolated syndrome","display_name":"Semi-automatic classification of lesion patterns in patients with clinically isolated syndrome","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2146371994","doi":"https://doi.org/10.1109/isbi.2013.6556671","mag":"2146371994"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2013.6556671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2013.6556671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 10th International Symposium on Biomedical Imaging","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inserm.hal.science/inserm-00800723","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047749964","display_name":"Alessandro Crimi","orcid":"https://orcid.org/0000-0001-5397-6363"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"A. Crimi","raw_affiliation_strings":["INRIA, France"],"affiliations":[{"raw_affiliation_string":"INRIA, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032667893","display_name":"Olivier Commowick","orcid":"https://orcid.org/0000-0001-7345-6752"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"O. Commowick","raw_affiliation_strings":["INRIA, France"],"affiliations":[{"raw_affiliation_string":"INRIA, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041727370","display_name":"Jean\u2010Christophe Ferr\u00e9","orcid":"https://orcid.org/0000-0003-3911-1800"},"institutions":[{"id":"https://openalex.org/I4210155724","display_name":"Centre Hospitalier Universitaire de Rennes","ror":"https://ror.org/05qec5a53","country_code":"FR","type":"funder","lineage":["https://openalex.org/I4210155724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J.C. Ferr\u00e9","raw_affiliation_strings":["CHU Rennes, France"],"affiliations":[{"raw_affiliation_string":"CHU Rennes, France","institution_ids":["https://openalex.org/I4210155724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016857800","display_name":"Adil Maarouf","orcid":"https://orcid.org/0000-0002-6755-496X"},"institutions":[{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"A. Maarouf","raw_affiliation_strings":["CRMBM-CNRS-Aix-Marseille University, France"],"affiliations":[{"raw_affiliation_string":"CRMBM-CNRS-Aix-Marseille University, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I21491767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084261048","display_name":"Gilles Edan","orcid":"https://orcid.org/0000-0002-9641-6734"},"institutions":[{"id":"https://openalex.org/I4210155724","display_name":"Centre Hospitalier Universitaire de Rennes","ror":"https://ror.org/05qec5a53","country_code":"FR","type":"funder","lineage":["https://openalex.org/I4210155724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"G. Edan","raw_affiliation_strings":["CHU Rennes, France"],"affiliations":[{"raw_affiliation_string":"CHU Rennes, France","institution_ids":["https://openalex.org/I4210155724"]}]},{"author_position":"last","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 informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C. Barillot","raw_affiliation_strings":["INRIA, France"],"affiliations":[{"raw_affiliation_string":"INRIA, France","institution_ids":["https://openalex.org/I1326498283"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5047749964"],"corresponding_institution_ids":["https://openalex.org/I1326498283"],"apc_list":null,"apc_paid":null,"fwci":0.214,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.6059904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1102","last_page":"1105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10137","display_name":"Multiple Sclerosis Research Studies","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10137","display_name":"Multiple Sclerosis Research Studies","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9787999987602234,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9749000072479248,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/multiple-sclerosis","display_name":"Multiple sclerosis","score":0.7018643617630005},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.6716386079788208},{"id":"https://openalex.org/keywords/clinically-isolated-syndrome","display_name":"Clinically isolated syndrome","score":0.5065261125564575},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.49240386486053467},{"id":"https://openalex.org/keywords/myelin","display_name":"Myelin","score":0.4872364103794098},{"id":"https://openalex.org/keywords/central-nervous-system","display_name":"Central nervous system","score":0.4848116934299469},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4610639214515686},{"id":"https://openalex.org/keywords/subtraction","display_name":"Subtraction","score":0.45364946126937866},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.44704559445381165},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.37959644198417664},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36522626876831055},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34906041622161865},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.345941424369812},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3226214647293091},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14649063348770142},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.12181344628334045},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.07675397396087646}],"concepts":[{"id":"https://openalex.org/C2780640218","wikidata":"https://www.wikidata.org/wiki/Q8277","display_name":"Multiple sclerosis","level":2,"score":0.7018643617630005},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.6716386079788208},{"id":"https://openalex.org/C2781028063","wikidata":"https://www.wikidata.org/wiki/Q338802","display_name":"Clinically isolated syndrome","level":3,"score":0.5065261125564575},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.49240386486053467},{"id":"https://openalex.org/C2778609137","wikidata":"https://www.wikidata.org/wiki/Q105790271","display_name":"Myelin","level":3,"score":0.4872364103794098},{"id":"https://openalex.org/C529278444","wikidata":"https://www.wikidata.org/wiki/Q47273","display_name":"Central nervous system","level":2,"score":0.4848116934299469},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4610639214515686},{"id":"https://openalex.org/C68060419","wikidata":"https://www.wikidata.org/wiki/Q40754","display_name":"Subtraction","level":2,"score":0.45364946126937866},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.44704559445381165},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.37959644198417664},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36522626876831055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34906041622161865},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.345941424369812},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3226214647293091},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14649063348770142},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.12181344628334045},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.07675397396087646},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/isbi.2013.6556671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2013.6556671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 10th International Symposium on Biomedical Imaging","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.372.4937","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.372.4937","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hal.archives-ouvertes.fr/docs/00/80/07/23/PDF/Crimi_Isbi_2013.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:inserm-00800723v1","is_oa":true,"landing_page_url":"https://inserm.hal.science/inserm-00800723","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":"International Symposium on Biomedical Imaging: From Nano to Macro, Apr 2013, San Francisco, United States. pp.1102-1105, &#x27E8;10.1109/ISBI.2013.6556671&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:inserm-00800723v1","is_oa":true,"landing_page_url":"https://inserm.hal.science/inserm-00800723","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":"International Symposium on Biomedical Imaging: From Nano to Macro, Apr 2013, San Francisco, United States. pp.1102-1105, &#x27E8;10.1109/ISBI.2013.6556671&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W19650018","https://openalex.org/W383765566","https://openalex.org/W1586518785","https://openalex.org/W1590120963","https://openalex.org/W1992383729","https://openalex.org/W2065530444","https://openalex.org/W2073109437","https://openalex.org/W2080156652","https://openalex.org/W2098692008","https://openalex.org/W2121341823","https://openalex.org/W2122347714","https://openalex.org/W2142592339","https://openalex.org/W2152322845","https://openalex.org/W2154158661"],"related_works":["https://openalex.org/W1534979851","https://openalex.org/W3206954403","https://openalex.org/W2177443840","https://openalex.org/W2979780168","https://openalex.org/W3216373302","https://openalex.org/W2343951760","https://openalex.org/W2124956152","https://openalex.org/W1972325365","https://openalex.org/W2010588274","https://openalex.org/W2758215789"],"abstract_inverted_index":{"Multiple":[0],"sclerosis":[1],"(MS)":[2],"is":[3,22,149],"neuro-degenerative":[4],"disease":[5,44],"of":[6,15,42,54,82,96,100,119,127,130,144,159],"the":[7,13,31,43,94,97,106,115,145,156],"Central":[8],"Nervous":[9],"System":[10],"characterized":[11],"by":[12,28],"loss":[14],"myelin.":[16],"A":[17],"Clinically":[18],"Isolated":[19],"Syndrome":[20],"(CIS)":[21],"a":[23,51,77,125,150],"first":[24],"neurological":[25],"episode":[26],"caused":[27],"inflammation/demyelination":[29],"in":[30],"central":[32],"nervous":[33],"system":[34],"which":[35],"may":[36],"lead":[37,49],"to":[38,50,86,93],"MS.":[39],"Better":[40],"understanding":[41],"at":[45,60],"its":[46],"onset":[47],"will":[48],"better":[52],"discovery":[53],"pathogenic":[55],"mechanisms,":[56],"allowing":[57],"suitable":[58],"therapies":[59],"an":[61,66],"early":[62,80],"stage.":[63],"We":[64,103],"propose":[65],"automatic":[67],"segmentation":[68],"algorithm":[69,137],"for":[70,79],"two":[71],"different":[72,128],"contrast":[73],"agents,":[74],"used":[75,146],"within":[76],"framework":[78,108],"characterization":[81],"CIS":[83],"patients":[84],"according":[85,92],"lesion":[87,135],"patterns,":[88],"and":[89,142],"more":[90],"specifically":[91],"nature":[95],"inflammatory":[98],"patterns":[99],"these":[101],"lesions.":[102],"expect":[104],"that":[105],"proposed":[107],"can":[109,123],"infer":[110],"new":[111],"prospective":[112],"figures":[113],"from":[114],"earliest":[116],"imaging":[117],"signs":[118],"MS":[120],"since":[121,153],"it":[122,154],"provide":[124],"classification":[126],"types":[129],"lesions":[131],"across":[132],"patients.":[133],"The":[134],"detection":[136],"based":[138],"on":[139],"intensity":[140],"normalization":[141],"subtraction":[143],"MRI":[147],"data":[148],"pivotal":[151],"step,":[152],"avoids":[155],"time-demanding":[157],"task":[158],"manual":[160],"delineation.":[161]},"counts_by_year":[{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
