{"id":"https://openalex.org/W2036906106","doi":"https://doi.org/10.1109/bhi.2012.6211680","title":"Patient specific seizure prediction algorithm using Hilbert-Huang Transform","display_name":"Patient specific seizure prediction algorithm using Hilbert-Huang Transform","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2036906106","doi":"https://doi.org/10.1109/bhi.2012.6211680","mag":"2036906106"},"language":"en","primary_location":{"id":"doi:10.1109/bhi.2012.6211680","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2012.6211680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics","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/A5065663053","display_name":"Faz\u0131l Duman","orcid":null},"institutions":[{"id":"https://openalex.org/I46000314","display_name":"Mustafa Kemal University","ror":"https://ror.org/056hcgc41","country_code":"TR","type":"education","lineage":["https://openalex.org/I46000314"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"F. Duman","raw_affiliation_strings":["Electrical and Electronics Engineering Department, Mustafa Kemal University, Iskenderun, Hatay, Turkey","Electrical and Electronics Engineering Department, Mustafa Kemal University, Iskenderun, Hatay 31200 TURKEY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Electronics Engineering Department, Mustafa Kemal University, Iskenderun, Hatay, Turkey","institution_ids":["https://openalex.org/I46000314"]},{"raw_affiliation_string":"Electrical and Electronics Engineering Department, Mustafa Kemal University, Iskenderun, Hatay 31200 TURKEY","institution_ids":["https://openalex.org/I46000314"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100856035","display_name":"Nil\u00fcfer \u00d6zdemir","orcid":null},"institutions":[{"id":"https://openalex.org/I46000314","display_name":"Mustafa Kemal University","ror":"https://ror.org/056hcgc41","country_code":"TR","type":"education","lineage":["https://openalex.org/I46000314"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"N. Ozdemir","raw_affiliation_strings":["Electrical and Electronics Engineering Department, Mustafa Kemal University, Iskenderun, Hatay, Turkey","Electrical and Electronics Engineering Department, Mustafa Kemal University, Iskenderun, Hatay 31200 TURKEY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Electronics Engineering Department, Mustafa Kemal University, Iskenderun, Hatay, Turkey","institution_ids":["https://openalex.org/I46000314"]},{"raw_affiliation_string":"Electrical and Electronics Engineering Department, Mustafa Kemal University, Iskenderun, Hatay 31200 TURKEY","institution_ids":["https://openalex.org/I46000314"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101789689","display_name":"Esen Y\u0131ld\u0131r\u0131m","orcid":"https://orcid.org/0000-0003-3484-3965"},"institutions":[{"id":"https://openalex.org/I46000314","display_name":"Mustafa Kemal University","ror":"https://ror.org/056hcgc41","country_code":"TR","type":"education","lineage":["https://openalex.org/I46000314"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"E. Yildirim","raw_affiliation_strings":["Computer Engineering Department, Mustafa Kemal University, Iskenderun, Hatay, Turkey","Computer Engineering Department, Mustafa Kemal University, Iskenderun, Hatay 31200 TURKEY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Mustafa Kemal University, Iskenderun, Hatay, Turkey","institution_ids":["https://openalex.org/I46000314"]},{"raw_affiliation_string":"Computer Engineering Department, Mustafa Kemal University, Iskenderun, Hatay 31200 TURKEY","institution_ids":["https://openalex.org/I46000314"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I46000314"],"apc_list":null,"apc_paid":null,"fwci":1.8825,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.84658027,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"705","last_page":"708"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ictal","display_name":"Ictal","score":0.8689204454421997},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7702540755271912},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.7592459917068481},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.6430891752243042},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.5448595881462097},{"id":"https://openalex.org/keywords/hilbert-transform","display_name":"Hilbert transform","score":0.4993014335632324},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4819188416004181},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45698076486587524},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44336527585983276},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4283597469329834},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4187563359737396},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3196510672569275},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.14415213465690613},{"id":"https://openalex.org/keywords/spectral-density","display_name":"Spectral density","score":0.09582841396331787},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.08162805438041687},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06305602192878723}],"concepts":[{"id":"https://openalex.org/C17755696","wikidata":"https://www.wikidata.org/wiki/Q16564780","display_name":"Ictal","level":3,"score":0.8689204454421997},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7702540755271912},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.7592459917068481},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.6430891752243042},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.5448595881462097},{"id":"https://openalex.org/C28799612","wikidata":"https://www.wikidata.org/wiki/Q685437","display_name":"Hilbert transform","level":3,"score":0.4993014335632324},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4819188416004181},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45698076486587524},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44336527585983276},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4283597469329834},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4187563359737396},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3196510672569275},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.14415213465690613},{"id":"https://openalex.org/C168110828","wikidata":"https://www.wikidata.org/wiki/Q1331626","display_name":"Spectral density","level":2,"score":0.09582841396331787},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.08162805438041687},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06305602192878723},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bhi.2012.6211680","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2012.6211680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1566689562","https://openalex.org/W1588381982","https://openalex.org/W1608735834","https://openalex.org/W1663973292","https://openalex.org/W1970121110","https://openalex.org/W1999485133","https://openalex.org/W2007221293","https://openalex.org/W2020410413","https://openalex.org/W2078999353","https://openalex.org/W2080966422","https://openalex.org/W2081436030","https://openalex.org/W2153635508","https://openalex.org/W2156909104","https://openalex.org/W2159730871","https://openalex.org/W2169812774","https://openalex.org/W2594639291","https://openalex.org/W2751318774","https://openalex.org/W4206070770","https://openalex.org/W4230419713","https://openalex.org/W4236173595","https://openalex.org/W6670696569"],"related_works":["https://openalex.org/W2083592477","https://openalex.org/W2405240590","https://openalex.org/W2809907213","https://openalex.org/W3091390542","https://openalex.org/W2363056446","https://openalex.org/W2353960620","https://openalex.org/W3190676168","https://openalex.org/W2107880197","https://openalex.org/W2074184731","https://openalex.org/W1986719249"],"abstract_inverted_index":{"Epilepsy":[0],"is":[1,33],"a":[2,36],"neurological":[3],"disorder":[4],"that":[5],"affects":[6],"about":[7],"50":[8],"million":[9],"people":[10],"around":[11],"the":[12],"world.":[13],"EEG":[14,51,82,119],"signal":[15],"processing":[16],"plays":[17],"an":[18],"important":[19],"role":[20],"in":[21,106],"detection":[22],"and":[23,60,73,96,113],"prediction":[24,41],"of":[25,30,71,86,89,99,110],"epileptic":[26],"seizures.":[27],"The":[28],"aim":[29],"this":[31,47],"study":[32],"to":[34,66,93],"develop":[35],"method":[37,77],"for":[38,69],"early":[39],"seizure":[40],"based":[42],"on":[43,80],"Hilbert-Huang":[44],"Transform.":[45],"In":[46],"patient":[48],"specific":[49],"method,":[50],"signals":[52],"are":[53,64],"decomposed":[54],"into":[55],"Intrinsic":[56],"Mode":[57],"Functions":[58],"(IMFs)":[59],"first":[61],"5":[62],"IMFs":[63],"used":[65],"obtain":[67],"features":[68],"classification":[70],"preictal":[72,90],"interictal":[74,100],"recordings.":[75],"Proposed":[76],"was":[78],"tested":[79],"Freiburg":[81],"database.":[83],"A":[84],"total":[85],"58":[87],"hours":[88,98],"data,":[91],"prior":[92],"87":[94,111],"seizures,":[95],"490":[97],"data":[101],"were":[102],"examined.":[103],"Algorithm":[104],"resulted":[105],"89.66%":[107],"sensitivity":[108],"(78":[109],"seizures)":[112],"0.49":[114],"FPs/h":[115],"using":[116],"30":[117],"seconds":[118],"segment":[120],"with":[121],"50%":[122],"overlap.":[123]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":8},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
