{"id":"https://openalex.org/W2979344689","doi":"https://doi.org/10.1109/embc.2019.8856328","title":"Preliminary fusion of EEG and MRI with phenotypic scores in children with epilepsy based on the Canonical Polyadic Decomposition","display_name":"Preliminary fusion of EEG and MRI with phenotypic scores in children with epilepsy based on the Canonical Polyadic Decomposition","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2979344689","doi":"https://doi.org/10.1109/embc.2019.8856328","mag":"2979344689","pmid":"https://pubmed.ncbi.nlm.nih.gov/31946721"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2019.8856328","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8856328","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st 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/A5082007599","display_name":"Noramon Dron","orcid":"https://orcid.org/0000-0002-8422-3353"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Noramon Dron","raw_affiliation_strings":["School of Engineering, Institute for Digital Communications, University of Edinburgh, Scotland, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Institute for Digital Communications, University of Edinburgh, Scotland, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086775320","display_name":"Eli Kninney-Lang","orcid":null},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Eli Kninney-Lang","raw_affiliation_strings":["School of Engineering, Institute for Digital Communications, University of Edinburgh, Scotland, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Institute for Digital Communications, University of Edinburgh, Scotland, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075142495","display_name":"Richard Chin","orcid":"https://orcid.org/0000-0002-7256-3027"},"institutions":[{"id":"https://openalex.org/I2800398797","display_name":"Royal Hospital for Children","ror":"https://ror.org/01cb0kd74","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800201399","https://openalex.org/I2800398797"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Chin","raw_affiliation_strings":["Royal Hospital for Sick Children, Edinburgh, the Muir Maxwell Epilepsy Centre, Centre for Clinical Brain Sciences at the University of Edinburgh, Edinburgh, Scotland, UK"],"affiliations":[{"raw_affiliation_string":"Royal Hospital for Sick Children, Edinburgh, the Muir Maxwell Epilepsy Centre, Centre for Clinical Brain Sciences at the University of Edinburgh, Edinburgh, Scotland, UK","institution_ids":["https://openalex.org/I2800398797","https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060254662","display_name":"Javier Escudero","orcid":"https://orcid.org/0000-0002-2105-8725"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Javier Escudero","raw_affiliation_strings":["School of Engineering, Institute for Digital Communications, University of Edinburgh, Scotland, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Institute for Digital Communications, University of Edinburgh, Scotland, UK","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082007599"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":null,"apc_paid":null,"fwci":0.7325,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76924738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2019","issue":null,"first_page":"3884","last_page":"3887"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T10730","display_name":"Language Development and Disorders","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9926000237464905,"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":0.6652529835700989},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.5986923575401306},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5197160243988037},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.5073477625846863},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.44620978832244873},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42164090275764465},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32123684883117676},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.30697545409202576},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.08848071098327637}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6652529835700989},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.5986923575401306},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5197160243988037},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.5073477625846863},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.44620978832244873},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42164090275764465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32123684883117676},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.30697545409202576},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.08848071098327637}],"mesh":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002657","descriptor_name":"Child Development","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002657","descriptor_name":"Child Development","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002657","descriptor_name":"Child Development","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","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":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2019.8856328","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8856328","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:31946721","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31946721","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}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1610900741","https://openalex.org/W1893333638","https://openalex.org/W1969025467","https://openalex.org/W2020588188","https://openalex.org/W2024165284","https://openalex.org/W2028034385","https://openalex.org/W2028554871","https://openalex.org/W2089940272","https://openalex.org/W2124276811","https://openalex.org/W2127751118","https://openalex.org/W2164439942","https://openalex.org/W2166073443","https://openalex.org/W2561879399","https://openalex.org/W2592422147","https://openalex.org/W2755866372","https://openalex.org/W2788272821","https://openalex.org/W2799099847","https://openalex.org/W2907976567","https://openalex.org/W2952270780","https://openalex.org/W2964116733","https://openalex.org/W2977883299","https://openalex.org/W4300669962","https://openalex.org/W6734743824"],"related_works":["https://openalex.org/W2560936962","https://openalex.org/W2788727012","https://openalex.org/W2395385109","https://openalex.org/W2773633178","https://openalex.org/W4388203630","https://openalex.org/W2080101436","https://openalex.org/W2802335767","https://openalex.org/W2031681959","https://openalex.org/W2044188186","https://openalex.org/W2039344858"],"abstract_inverted_index":{"Cognitive":[0],"and":[1,10,23,42,71],"behavioural":[2],"impairments":[3,20],"in":[4,97],"early-onset":[5],"epilepsy":[6],"affect":[7],"the":[8,35,50,55],"children":[9,78,99],"families'":[11],"quality":[12],"of":[13,37,45,75,94],"life.":[14],"Our":[15],"ability":[16],"to":[17],"detect":[18],"these":[19],"is":[21,100],"limited,":[22],"it":[24],"requires":[25],"laborious":[26],"questionnaires.":[27],"Here,":[28],"we":[29],"describe":[30],"a":[31,91],"pilot":[32],"study":[33],"exploring":[34],"fusion":[36,65],"resting-state":[38],"EEG,":[39],"volumetric":[40],"MRI,":[41],"phenotypic":[43],"scores":[44],"child":[46],"development":[47,96],"based":[48],"on":[49,68],"Canonical":[51],"Polyadic":[52],"Decomposition,":[53],"expanding":[54],"recently":[56],"presented":[57],"Joint":[58],"EEG-Development":[59],"Inference":[60],"(JEDI)":[61],"model.":[62],"Pilot":[63],"data":[64,89],"was":[66],"performed":[67],"functional,":[69],"structural":[70],"developmental":[72],"brain":[73,88,95],"features":[74],"29":[76],"preschool":[77],"diagnosed":[79],"with":[80],"epilepsy.":[81],"The":[82],"results":[83],"suggest":[84],"that":[85],"combining":[86],"multimodal":[87],"towards":[90],"comprehensive":[92],"analysis":[93],"young":[98],"plausible.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
