{"id":"https://openalex.org/W2115274330","doi":"https://doi.org/10.1109/isbi.2008.4540978","title":"Multimodal medical case retrieval using Bayesian networks and the Dezert-Smarandache theory","display_name":"Multimodal medical case retrieval using Bayesian networks and the Dezert-Smarandache theory","publication_year":2008,"publication_date":"2008-05-01","ids":{"openalex":"https://openalex.org/W2115274330","doi":"https://doi.org/10.1109/isbi.2008.4540978","mag":"2115274330"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2008.4540978","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2008.4540978","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inserm.hal.science/inserm-00331189","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028479581","display_name":"Gwenol\u00e9 Quellec","orcid":"https://orcid.org/0000-0003-1669-7140"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"G. Quellec","raw_affiliation_strings":["Inserm, Brest, France","TELECOM Bretagne, INSTITUT TELECOM, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inserm, Brest, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"TELECOM Bretagne, INSTITUT TELECOM, Brest, France","institution_ids":["https://openalex.org/I205703379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052923096","display_name":"Mathieu Lamard","orcid":"https://orcid.org/0000-0002-6309-6156"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Lamard","raw_affiliation_strings":["Inserm, Brest, France","Univ Bretagne Occidentale, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inserm, Brest, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"Univ Bretagne Occidentale, Brest, France","institution_ids":["https://openalex.org/I161929037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037091493","display_name":"Lynda Bekri","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210132604","display_name":"Centre Hospitalier R\u00e9gional Universitaire de Brest","ror":"https://ror.org/03evbwn87","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210132604","https://openalex.org/I4210161065"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"L. Bekri","raw_affiliation_strings":["CHU Brest, Service d'Ophtalmologie, Brest, France","Inserm, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHU Brest, Service d'Ophtalmologie, Brest, France","institution_ids":["https://openalex.org/I4210132604"]},{"raw_affiliation_string":"Inserm, Brest, France","institution_ids":["https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016278870","display_name":"Guy Cazuguel","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"G. Cazuguel","raw_affiliation_strings":["Inserm, Brest, France","TELECOM Bretagne, INSTITUT TELECOM, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inserm, Brest, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"TELECOM Bretagne, INSTITUT TELECOM, Brest, France","institution_ids":["https://openalex.org/I205703379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026506373","display_name":"C. Roux","orcid":"https://orcid.org/0000-0001-8333-5372"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C. Roux","raw_affiliation_strings":["Inserm, Brest, France","TELECOM Bretagne, INSTITUT TELECOM, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inserm, Brest, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"TELECOM Bretagne, INSTITUT TELECOM, Brest, France","institution_ids":["https://openalex.org/I205703379"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089956527","display_name":"B\u00e9atrice Cochener","orcid":"https://orcid.org/0000-0001-9718-7307"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210132604","display_name":"Centre Hospitalier R\u00e9gional Universitaire de Brest","ror":"https://ror.org/03evbwn87","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210132604","https://openalex.org/I4210161065"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"B. Cochener","raw_affiliation_strings":["CHU Brest, Service d'Ophtalmologie, Brest, France","Inserm, Brest, France","Univ Bretagne Occidentale, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHU Brest, Service d'Ophtalmologie, Brest, France","institution_ids":["https://openalex.org/I4210132604"]},{"raw_affiliation_string":"Inserm, Brest, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"Univ Bretagne Occidentale, Brest, France","institution_ids":["https://openalex.org/I161929037"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1166,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8519889,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"6","issue":null,"first_page":"245","last_page":"248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9959999918937683,"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"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9959999918937683,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9746999740600586,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9538000226020813,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/computer-science","display_name":"Computer science","score":0.7575061321258545},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.574995219707489},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5234705209732056},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5155813097953796},{"id":"https://openalex.org/keywords/medical-information","display_name":"Medical information","score":0.45663028955459595},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.43123680353164673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38364219665527344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7575061321258545},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.574995219707489},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5234705209732056},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5155813097953796},{"id":"https://openalex.org/C3019150057","wikidata":"https://www.wikidata.org/wiki/Q92779279","display_name":"Medical information","level":2,"score":0.45663028955459595},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.43123680353164673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38364219665527344}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/isbi.2008.4540978","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2008.4540978","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.210.3982","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.210.3982","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/docs/00/33/11/89/PDF/GQuellec_ISBI2008.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:inserm-00331189v1","is_oa":true,"landing_page_url":"https://inserm.hal.science/inserm-00331189","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":"5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008, 14-17, pp.245-248. ⟨10.1109/ISBI.2008.4540978⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:inserm-00331189v1","is_oa":true,"landing_page_url":"https://inserm.hal.science/inserm-00331189","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":"5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008, 14-17, pp.245-248. ⟨10.1109/ISBI.2008.4540978⟩","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.4300000071525574,"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":11,"referenced_works":["https://openalex.org/W125870180","https://openalex.org/W1565231976","https://openalex.org/W1595251712","https://openalex.org/W1965889239","https://openalex.org/W1966206262","https://openalex.org/W2130660124","https://openalex.org/W2141743581","https://openalex.org/W2159080219","https://openalex.org/W2163952039","https://openalex.org/W2951941150","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3024364549","https://openalex.org/W4206019083","https://openalex.org/W1976265003","https://openalex.org/W2054476758","https://openalex.org/W2370378377","https://openalex.org/W2048865712","https://openalex.org/W4210535024","https://openalex.org/W4237510188","https://openalex.org/W2188505374","https://openalex.org/W1558342070"],"abstract_inverted_index":{"In":[0],"this":[1,115],"paper,":[2],"we":[3,57],"present":[4],"a":[5,20,54,59,109],"Case":[6],"Based":[7],"Reasoning":[8],"(CBR)":[9],"system":[10,78],"for":[11],"the":[12,29,66,91,120,134],"retrieval":[13,60,121,135],"of":[14,19,22,43,85,136],"medical":[15,34,37],"cases":[16],"made":[17],"up":[18],"series":[21],"images":[23,138],"with":[24],"semantic":[25],"information":[26,86],"(such":[27],"as":[28,131,133],"patient":[30],"age,":[31],"sex":[32],"and":[33,50,65,101],"history).":[35],"Indeed,":[36],"experts":[38],"generally":[39],"need":[40],"varied":[41],"sources":[42,84],"information,":[44],"which":[45,69,127],"might":[46],"be":[47,88],"incomplete,":[48],"uncertain":[49],"conflicting,":[51],"to":[52,73],"diagnose":[53],"pathology.":[55],"Consequently,":[56],"derive":[58],"framework":[61],"from":[62],"Bayesian":[63],"networks":[64],"Dezert-Smarandache":[67],"theory,":[68],"are":[70,118],"well":[71],"suited":[72],"handle":[74],"those":[75],"problems.":[76],"The":[77,104],"is":[79,106,128],"designed":[80],"so":[81],"that":[82],"heterogeneous":[83],"can":[87],"integrated":[89],"in":[90,93],"system:":[92],"particular":[94],"images,":[95],"indexed":[96],"by":[97],"their":[98],"digital":[99],"content,":[100],"symbolic":[102],"information.":[103],"method":[105],"evaluated":[107],"on":[108],"classified":[110],"diabetic":[111],"retinopathy":[112],"database.":[113],"On":[114],"database,":[116],"results":[117],"promising:":[119],"precision":[122],"at":[123],"five":[124],"reaches":[125],"80.5%,":[126],"almost":[129],"twice":[130],"good":[132],"single":[137],"alone.":[139]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}