{"id":"https://openalex.org/W4392255465","doi":"https://doi.org/10.1145/3637732.3637737","title":"Interictal Epileptiform Discharge Classification for the Prediction of Epilepsy Type in Children","display_name":"Interictal Epileptiform Discharge Classification for the Prediction of Epilepsy Type in Children","publication_year":2023,"publication_date":"2023-11-09","ids":{"openalex":"https://openalex.org/W4392255465","doi":"https://doi.org/10.1145/3637732.3637737"},"language":"en","primary_location":{"id":"doi:10.1145/3637732.3637737","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3637732.3637737","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3637732.3637737","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 10th International Conference on Biomedical and Bioinformatics Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3637732.3637737","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042387371","display_name":"Lan Wei","orcid":"https://orcid.org/0000-0002-7236-3965"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Lan Wei","raw_affiliation_strings":["University College Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-7236-3965","affiliations":[{"raw_affiliation_string":"University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017165838","display_name":"John C. McHugh","orcid":"https://orcid.org/0000-0001-7726-7553"},"institutions":[{"id":"https://openalex.org/I3017411684","display_name":"Children's Health Ireland at Crumlin","ror":"https://ror.org/025qedy81","country_code":"IE","type":"healthcare","lineage":["https://openalex.org/I3017411684"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"John C Mchugh","raw_affiliation_strings":["Our Ladys Children's Hospital, Crumlin, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-7726-7553","affiliations":[{"raw_affiliation_string":"Our Ladys Children's Hospital, Crumlin, Ireland","institution_ids":["https://openalex.org/I3017411684"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061456583","display_name":"Catherine Mooney","orcid":"https://orcid.org/0000-0002-7696-1364"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Catherine Mooney","raw_affiliation_strings":["University College Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-7696-1364","affiliations":[{"raw_affiliation_string":"University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042387371"],"corresponding_institution_ids":["https://openalex.org/I100930933"],"apc_list":null,"apc_paid":null,"fwci":0.8278,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74022016,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"180","last_page":"184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10094","display_name":"Epilepsy research and treatment","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental 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/T10094","display_name":"Epilepsy research and treatment","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental 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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"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":0.9871000051498413,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ictal","display_name":"Ictal","score":0.8256314992904663},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.6694167256355286},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.4204280972480774},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4148879647254944},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32525134086608887},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2683790922164917},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24525216221809387}],"concepts":[{"id":"https://openalex.org/C17755696","wikidata":"https://www.wikidata.org/wiki/Q16564780","display_name":"Ictal","level":3,"score":0.8256314992904663},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.6694167256355286},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4204280972480774},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4148879647254944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32525134086608887},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2683790922164917},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24525216221809387}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3637732.3637737","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3637732.3637737","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3637732.3637737","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 10th International Conference on Biomedical and Bioinformatics Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3637732.3637737","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3637732.3637737","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3637732.3637737","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 10th International Conference on Biomedical and Bioinformatics Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5600000023841858,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G6264155063","display_name":null,"funder_award_id":"16/RC/3948","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G7128578356","display_name":null,"funder_award_id":"16/RC/3948","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G8719436789","display_name":null,"funder_award_id":"101034252","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320320858","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392255465.pdf","grobid_xml":"https://content.openalex.org/works/W4392255465.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1839936022","https://openalex.org/W2043356094","https://openalex.org/W2329051445","https://openalex.org/W2592509339","https://openalex.org/W2793434480","https://openalex.org/W2894170005","https://openalex.org/W2911879207","https://openalex.org/W2959800215","https://openalex.org/W2976174953","https://openalex.org/W2990714382","https://openalex.org/W3130192038","https://openalex.org/W3132407652","https://openalex.org/W3172362366","https://openalex.org/W3203734603","https://openalex.org/W4311472507"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2075017247","https://openalex.org/W1988222024","https://openalex.org/W2078261043","https://openalex.org/W4318917056","https://openalex.org/W3000816921","https://openalex.org/W2790392165","https://openalex.org/W2405240590","https://openalex.org/W2809907213","https://openalex.org/W3091390542"],"abstract_inverted_index":{"Epilepsy":[0],"is":[1,10],"a":[2,25,125],"neurological":[3],"condition":[4],"characterised":[5],"by":[6],"recurrent":[7],"seizures.":[8],"EEG":[9],"the":[11,16,32,54,85],"most":[12],"important":[13],"test":[14,134],"in":[15,116,152],"evaluation":[17],"of":[18,34,56,84,129],"patients":[19],"with":[20,48,72,145],"epilepsy.":[21,81,158],"This":[22],"study":[23],"presents":[24],"new":[26],"technique":[27],"for":[28,98,121,141],"helping":[29],"to":[30],"classify":[31],"type":[33,55],"epilepsy":[35,57,76,143],"from":[36,46,69],"pediatric":[37],"EEGs.":[38],"The":[39,63,110,136],"method":[40,111,137],"utilises":[41],"spectrograms":[42,88],"and":[43,52,77,89,94,108,124,149,156],"signal":[44,90],"images":[45,91],"EEGs":[47,68],"interictal":[49],"epileptiform":[50],"discharges":[51],"classifies":[53],"as":[58,96],"either":[59],"focal":[60,75,122,155],"or":[61],"generalised.":[62],"model":[64],"was":[65],"trained":[66],"on":[67,131],"281":[70],"children,":[71],"135":[73],"having":[74,79],"146":[78],"generalised":[80,157],"For":[82],"each":[83],"19":[86],"channels,":[87],"were":[92],"generated":[93],"used":[95],"inputs":[97],"five":[99],"pre-trained":[100],"transfer":[101],"learning":[102],"models:":[103],"Inception,":[104],"ResNet,":[105],"DenseNet,":[106],"VGG16,":[107],"VGG19.":[109],"attained":[112],"70.1%":[113],"cases":[114],"correctly":[115],"identifying":[117],"generalized":[118],"epilepsy,":[119,123],"63.2%":[120],"correct":[126],"classification":[127,147],"rate":[128],"66.8%":[130],"an":[132],"independent":[133],"set.":[135],"holds":[138],"great":[139],"potential":[140],"classifying":[142],"types":[144],"satisfactory":[146],"performance":[148],"assisting":[150],"neurologists":[151],"analysing":[153],"both":[154]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-04T08:30:34.212998","created_date":"2025-10-10T00:00:00"}