{"id":"https://openalex.org/W2754754159","doi":"https://doi.org/10.1109/embc.2017.8037295","title":"Source reconstruction via the spatiotemporal Kalman filter and LORETA from EEG time series with 32 or fewer electrodes","display_name":"Source reconstruction via the spatiotemporal Kalman filter and LORETA from EEG time series with 32 or fewer electrodes","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2754754159","doi":"https://doi.org/10.1109/embc.2017.8037295","mag":"2754754159","pmid":"https://pubmed.ncbi.nlm.nih.gov/29060337"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2017.8037295","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037295","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5103078195","display_name":"Laith Hamid","orcid":null},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Kiel University","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Laith Hamid","raw_affiliation_strings":["Department of Medical Psychology and Medical Sociology, University of Kiel, Kiel, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Medical Psychology and Medical Sociology, University of Kiel, Kiel, Germany","institution_ids":["https://openalex.org/I32021983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001924737","display_name":"Ali Al Farawn","orcid":null},"institutions":[{"id":"https://openalex.org/I47229656","display_name":"University of Kufa","ror":"https://ror.org/02dwrdh81","country_code":"IQ","type":"education","lineage":["https://openalex.org/I47229656"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Ali Al Farawn","raw_affiliation_strings":["Software Department, University of Kufa, Najaf Governorate, Iraq"],"affiliations":[{"raw_affiliation_string":"Software Department, University of Kufa, Najaf Governorate, Iraq","institution_ids":["https://openalex.org/I47229656"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042819031","display_name":"Isabelle Merlet","orcid":"https://orcid.org/0000-0003-2590-6848"},"institutions":[{"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"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Isabelle Merlet","raw_affiliation_strings":["The INSERM U642, The Universit de Rennes 1, LTSI, Rennes, France"],"affiliations":[{"raw_affiliation_string":"The INSERM U642, The Universit de Rennes 1, LTSI, Rennes, France","institution_ids":["https://openalex.org/I56067802","https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038511028","display_name":"Natia Japaridze","orcid":null},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Kiel University","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Natia Japaridze","raw_affiliation_strings":["The Department of Neuro-pediatrics, University of Kiel, Kiel, Germany"],"affiliations":[{"raw_affiliation_string":"The Department of Neuro-pediatrics, University of Kiel, Kiel, Germany","institution_ids":["https://openalex.org/I32021983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032405422","display_name":"Ulrich Heute","orcid":null},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Kiel University","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ulrich Heute","raw_affiliation_strings":["Digital Signal Processing and System Theory, Faculty of Engineering, University of Kiel, Kiel, Germany"],"affiliations":[{"raw_affiliation_string":"Digital Signal Processing and System Theory, Faculty of Engineering, University of Kiel, Kiel, Germany","institution_ids":["https://openalex.org/I32021983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041942422","display_name":"Ulrich Stephani","orcid":"https://orcid.org/0000-0003-0493-7522"},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Kiel University","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ulrich Stephani","raw_affiliation_strings":["The Department of Neuro-pediatrics, University of Kiel, Kiel, Germany"],"affiliations":[{"raw_affiliation_string":"The Department of Neuro-pediatrics, University of Kiel, Kiel, Germany","institution_ids":["https://openalex.org/I32021983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029215089","display_name":"Andreas Galka","orcid":"https://orcid.org/0000-0002-5639-5422"},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Kiel University","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Galka","raw_affiliation_strings":["Department of Medical Psychology and Medical Sociology, University of Kiel, Kiel, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Medical Psychology and Medical Sociology, University of Kiel, Kiel, Germany","institution_ids":["https://openalex.org/I32021983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086139129","display_name":"Fabrice Wendling","orcid":"https://orcid.org/0000-0003-2428-9665"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"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":"Fabrice Wendling","raw_affiliation_strings":["The INSERM U642, The Universit de Rennes 1, LTSI, Rennes, France"],"affiliations":[{"raw_affiliation_string":"The INSERM U642, The Universit de Rennes 1, LTSI, Rennes, France","institution_ids":["https://openalex.org/I56067802","https://openalex.org/I154526488"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027160344","display_name":"Michael Siniatchkin","orcid":"https://orcid.org/0000-0003-3127-973X"},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Kiel University","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Siniatchkin","raw_affiliation_strings":["Department of Medical Psychology and Medical Sociology, University of Kiel, Kiel, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Medical Psychology and Medical Sociology, University of Kiel, Kiel, Germany","institution_ids":["https://openalex.org/I32021983"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5103078195"],"corresponding_institution_ids":["https://openalex.org/I32021983"],"apc_list":null,"apc_paid":null,"fwci":0.1311,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48535179,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"2218","last_page":"2222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","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/T10581","display_name":"Neural dynamics and brain function","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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9984999895095825,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9973999857902527,"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/kalman-filter","display_name":"Kalman filter","score":0.8464416265487671},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6822316646575928},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6592978239059448},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5986770391464233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46876996755599976},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.44546663761138916},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4090340733528137},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16072231531143188},{"id":"https://openalex.org/keywords/paleontology","display_name":"Paleontology","score":0.09846675395965576},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.09642091393470764},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07115641236305237}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.8464416265487671},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6822316646575928},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6592978239059448},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5986770391464233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46876996755599976},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.44546663761138916},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4090340733528137},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16072231531143188},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.09846675395965576},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09642091393470764},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07115641236305237}],"mesh":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055590","descriptor_name":"Electromagnetic Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055590","descriptor_name":"Electromagnetic Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055590","descriptor_name":"Electromagnetic Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2017.8037295","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037295","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:29060337","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29060337","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:HAL:hal-01624619v1","is_oa":false,"landing_page_url":"https://univ-rennes.hal.science/hal-01624619","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2017, pp.2218-2222. ⟨10.1109/EMBC.2017.8037295⟩","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W197076444","https://openalex.org/W2001428189","https://openalex.org/W2033353916","https://openalex.org/W2037420423","https://openalex.org/W2040572095","https://openalex.org/W2058046532","https://openalex.org/W2101979660","https://openalex.org/W2127786259","https://openalex.org/W2134353725","https://openalex.org/W2145309136","https://openalex.org/W2166073443","https://openalex.org/W2294286949","https://openalex.org/W2294561649","https://openalex.org/W2321918667"],"related_works":["https://openalex.org/W2089114113","https://openalex.org/W2389555968","https://openalex.org/W2352634297","https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2320550378","https://openalex.org/W2130428257","https://openalex.org/W2020144404","https://openalex.org/W2103062922","https://openalex.org/W2162299404"],"abstract_inverted_index":{"The":[0,138],"clinical":[1,26],"routine":[2],"of":[3,54,75,94,104,112,134,146,152],"non-invasive":[4],"electroencephalography":[5],"(EEG)":[6],"is":[7,22],"usually":[8],"performed":[9],"with":[10,64],"8-40":[11],"electrodes,":[12],"especially":[13,130],"in":[14,25,60,149],"long-term":[15],"monitoring,":[16],"infants":[17],"or":[18],"emergency":[19],"care.":[20],"There":[21],"a":[23],"need":[24],"and":[27,67,82,108],"scientific":[28],"brain":[29,39,85,114,153],"imaging":[30],"to":[31,101,109,128],"develop":[32],"inverse":[33,119],"solution":[34],"methods":[35],"that":[36],"can":[37],"reconstruct":[38],"sources":[40,86],"from":[41,79,155],"these":[42],"low-density":[43,156],"EEG":[44,61,73,157],"recordings.":[45,158],"In":[46],"this":[47],"proof-of-principle":[48],"paper":[49],"we":[50,97],"investigate":[51],"the":[52,55,102,105,110,132,144,147],"performance":[53],"spatiotemporal":[56],"Kalman":[57],"filter":[58],"(STKF)":[59],"source":[62,95,107,150],"reconstruction":[63,151],"9-,":[65],"19-":[66],"32-":[68],"electrodes.":[69],"We":[70],"used":[71],"simulated":[72,106],"data":[74],"epileptic":[76],"spikes":[77],"generated":[78],"lateral":[80,83],"frontal":[81],"temporal":[84],"using":[87],"state-of-the-art":[88],"neuronal":[89],"population":[90],"models.":[91],"For":[92],"validation":[93],"reconstruction,":[96],"compared":[98,127],"STKF":[99,121,148],"results":[100,111,139],"location":[103],"low-resolution":[113],"electromagnetic":[115],"tomography":[116],"(LORETA)":[117],"standard":[118],"solution.":[120],"consistently":[122],"showed":[123],"less":[124],"localization":[125],"bias":[126],"LORETA,":[129],"when":[131],"number":[133],"electrodes":[135],"was":[136],"decreased.":[137],"encourage":[140],"further":[141],"research":[142],"into":[143],"application":[145],"activity":[154]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}