{"id":"https://openalex.org/W4388117874","doi":"https://doi.org/10.23919/eusipco58844.2023.10289968","title":"A Unified Approach for Inverse Problem in EEG and Brain Connectivity with Application to Epilepsy. A Proof of Concept Study","display_name":"A Unified Approach for Inverse Problem in EEG and Brain Connectivity with Application to Epilepsy. A Proof of Concept Study","publication_year":2023,"publication_date":"2023-09-04","ids":{"openalex":"https://openalex.org/W4388117874","doi":"https://doi.org/10.23919/eusipco58844.2023.10289968"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco58844.2023.10289968","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/eusipco58844.2023.10289968","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st European Signal Processing Conference (EUSIPCO)","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/A5061193533","display_name":"Ahmad Karfoul","orcid":"https://orcid.org/0000-0002-3977-9141"},"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/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ahmad Karfoul","raw_affiliation_strings":["Univ Rennes, Inserm, LTSI - UMR 1099,Rennes,France,F-35000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Rennes, Inserm, LTSI - UMR 1099,Rennes,France,F-35000","institution_ids":["https://openalex.org/I56067802","https://openalex.org/I154526488","https://openalex.org/I4210105651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045539855","display_name":"Amar Kachenoura","orcid":"https://orcid.org/0000-0003-4340-1261"},"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/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Amar Kachenoura","raw_affiliation_strings":["Univ Rennes, Inserm, LTSI - UMR 1099,Rennes,France,F-35000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Rennes, Inserm, LTSI - UMR 1099,Rennes,France,F-35000","institution_ids":["https://openalex.org/I56067802","https://openalex.org/I154526488","https://openalex.org/I4210105651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015307055","display_name":"Laurent Albera","orcid":"https://orcid.org/0000-0002-2109-5649"},"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/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Albera","raw_affiliation_strings":["Univ Rennes, Inserm, LTSI - UMR 1099,Rennes,France,F-35000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Rennes, Inserm, LTSI - UMR 1099,Rennes,France,F-35000","institution_ids":["https://openalex.org/I56067802","https://openalex.org/I154526488","https://openalex.org/I4210105651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4929,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63708333,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1713","last_page":"1717"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10077","display_name":"Neuroscience and Neuropharmacology Research","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7900220155715942},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6858177185058594},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.6855628490447998},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.6014742255210876},{"id":"https://openalex.org/keywords/identifiability","display_name":"Identifiability","score":0.5624687075614929},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5588675737380981},{"id":"https://openalex.org/keywords/connectome","display_name":"Connectome","score":0.5310585498809814},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.46747469902038574},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41013920307159424},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34503889083862305},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34302401542663574},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.27213770151138306},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2357378900051117},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.19714239239692688},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.16979938745498657},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16661077737808228}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7900220155715942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6858177185058594},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.6855628490447998},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.6014742255210876},{"id":"https://openalex.org/C122770356","wikidata":"https://www.wikidata.org/wiki/Q1656753","display_name":"Identifiability","level":2,"score":0.5624687075614929},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5588675737380981},{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.5310585498809814},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.46747469902038574},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41013920307159424},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34503889083862305},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34302401542663574},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27213770151138306},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2357378900051117},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.19714239239692688},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.16979938745498657},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16661077737808228},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/eusipco58844.2023.10289968","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/eusipco58844.2023.10289968","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04350506v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04350506","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 31st European Signal Processing Conference (EUSIPCO), Sep 2023, Helsinki, Finland. ⟨10.23919/eusipco58844.2023.10289968⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W245658","https://openalex.org/W1490480470","https://openalex.org/W1774304772","https://openalex.org/W1907418661","https://openalex.org/W2031425398","https://openalex.org/W2037420423","https://openalex.org/W2040986149","https://openalex.org/W2043729845","https://openalex.org/W2078204079","https://openalex.org/W2091421749","https://openalex.org/W2101491865","https://openalex.org/W2128314959","https://openalex.org/W2146693559","https://openalex.org/W2155136387","https://openalex.org/W2215275813","https://openalex.org/W2508595092","https://openalex.org/W2512603352","https://openalex.org/W2963384510","https://openalex.org/W3100282875","https://openalex.org/W3154083831","https://openalex.org/W4232078338"],"related_works":["https://openalex.org/W2724847603","https://openalex.org/W2034041141","https://openalex.org/W2184661725","https://openalex.org/W112856298","https://openalex.org/W2573470972","https://openalex.org/W2105626102","https://openalex.org/W2131038454","https://openalex.org/W4240568257","https://openalex.org/W2331917905","https://openalex.org/W3155039083"],"abstract_inverted_index":{"The":[0],"analysis":[1],"of":[2,33,43,54,87,111,129],"brain":[3,23,65],"source":[4,45],"connectivity":[5,67],"using":[6],"scalp":[7],"EEG":[8,18,60,114,124],"is":[9,28,79],"conventionally":[10],"performed":[11],"in":[12,68,81,84],"two":[13],"successive":[14],"steps:":[15],"solving":[16,58],"the":[17,31,34,41,44,59,85,100,109,112,127,130],"inverse":[19,61,115],"problem":[20,62],"then":[21],"estimating":[22],"connectivity.":[24],"Such":[25],"sequential":[26],"manner":[27],"sub-optimal":[29],"since":[30],"results":[32,118],"latter":[35],"step":[36,72],"are":[37,105],"highly":[38],"subject":[39],"to":[40,74,107],"quality":[42],"localization":[46],"one.":[47],"To":[48],"address":[49],"this":[50,82],"limitation,":[51],"a":[52,75],"proof":[53],"concept":[55],"study":[56],"on":[57,96,99,119],"and":[63,94],"inferring":[64],"functional":[66],"only":[69],"one":[70],"single":[71],"leading":[73],"new":[76],"All-in-One":[77],"approach":[78],"considered":[80],"paper":[83],"context":[86],"drug-":[88],"resistant":[89],"epilepsy.":[90],"Both":[91],"minimum":[92],"norm":[93],"smoothness":[95],"graph":[97],"assumptions":[98],"target":[101],"extended":[102],"epileptic":[103,123],"sources":[104],"used":[106],"restore":[108],"identifiability":[110],"ill-posed":[113],"problem.":[116],"Preliminary":[117],"realistic":[120],"simulated":[121],"surface":[122],"signals":[125],"confirm":[126],"potential":[128],"proposed":[131],"approach.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}