{"id":"https://openalex.org/W4393036330","doi":"https://doi.org/10.1109/dese60595.2023.10469228","title":"Internet of Medical Things (IoMT) for Premature Estimate of Epileptic Seizures","display_name":"Internet of Medical Things (IoMT) for Premature Estimate of Epileptic Seizures","publication_year":2023,"publication_date":"2023-12-18","ids":{"openalex":"https://openalex.org/W4393036330","doi":"https://doi.org/10.1109/dese60595.2023.10469228"},"language":"en","primary_location":{"id":"doi:10.1109/dese60595.2023.10469228","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/dese60595.2023.10469228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 16th International Conference on Developments in eSystems Engineering (DeSE)","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/A5064024744","display_name":"Ali Amer Ahmed Alrawi","orcid":"https://orcid.org/0000-0003-4204-6229"},"institutions":[{"id":"https://openalex.org/I27768575","display_name":"University of Anbar","ror":"https://ror.org/055a6gk50","country_code":"IQ","type":"education","lineage":["https://openalex.org/I27768575"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"Ali Amer Ahmed Alrawi","raw_affiliation_strings":["University of Anbar,Department of Electrical Engineering,Anbar,Iraq","Department of Electrical Engineering, University of Anbar, Anbar, Iraq"],"affiliations":[{"raw_affiliation_string":"University of Anbar,Department of Electrical Engineering,Anbar,Iraq","institution_ids":["https://openalex.org/I27768575"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Anbar, Anbar, Iraq","institution_ids":["https://openalex.org/I27768575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074920599","display_name":"Yousif Al Mashhadany","orcid":"https://orcid.org/0000-0003-3943-8395"},"institutions":[{"id":"https://openalex.org/I27768575","display_name":"University of Anbar","ror":"https://ror.org/055a6gk50","country_code":"IQ","type":"education","lineage":["https://openalex.org/I27768575"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Yousif Al Mashhadany","raw_affiliation_strings":["University of Anbar,Department of Electrical Engineering,Anbar,Iraq","Department of Electrical Engineering, University of Anbar, Anbar, Iraq"],"affiliations":[{"raw_affiliation_string":"University of Anbar,Department of Electrical Engineering,Anbar,Iraq","institution_ids":["https://openalex.org/I27768575"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Anbar, Anbar, Iraq","institution_ids":["https://openalex.org/I27768575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038315908","display_name":"Mushtaq Najeeb","orcid":"https://orcid.org/0000-0002-3087-2390"},"institutions":[{"id":"https://openalex.org/I27768575","display_name":"University of Anbar","ror":"https://ror.org/055a6gk50","country_code":"IQ","type":"education","lineage":["https://openalex.org/I27768575"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Mushtaq Najeeb","raw_affiliation_strings":["University of Anbar,Department of Electrical Engineering,Anbar,Iraq","Department of Electrical Engineering, University of Anbar, Anbar, Iraq"],"affiliations":[{"raw_affiliation_string":"University of Anbar,Department of Electrical Engineering,Anbar,Iraq","institution_ids":["https://openalex.org/I27768575"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Anbar, Anbar, Iraq","institution_ids":["https://openalex.org/I27768575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102633355","display_name":"Sura A. Hadi","orcid":null},"institutions":[{"id":"https://openalex.org/I1336834208","display_name":"Management and Science University","ror":"https://ror.org/027zr9y17","country_code":"MY","type":"education","lineage":["https://openalex.org/I1336834208"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Sura A. Hadi","raw_affiliation_strings":["University Science Malaysia,School of Computer Science","School of Computer Science, University Science Malaysia"],"affiliations":[{"raw_affiliation_string":"University Science Malaysia,School of Computer Science","institution_ids":["https://openalex.org/I1336834208"]},{"raw_affiliation_string":"School of Computer Science, University Science Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047483289","display_name":"Sameer Algburi","orcid":"https://orcid.org/0000-0002-5483-6271"},"institutions":[{"id":"https://openalex.org/I102254642","display_name":"University of Kirkuk","ror":"https://ror.org/01pk8rb11","country_code":"IQ","type":"education","lineage":["https://openalex.org/I102254642"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Sameer Algburi","raw_affiliation_strings":["Al-Kitab University,College of Engineering,Kurkuk,Iraq","College of Engineering, Al-Kitab University, Kurkuk, Iraq"],"affiliations":[{"raw_affiliation_string":"Al-Kitab University,College of Engineering,Kurkuk,Iraq","institution_ids":["https://openalex.org/I102254642"]},{"raw_affiliation_string":"College of Engineering, Al-Kitab University, Kurkuk, Iraq","institution_ids":["https://openalex.org/I102254642"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041911994","display_name":"Stevica Graovac","orcid":null},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Stevica Graovac","raw_affiliation_strings":["University of Belgrade,Faculty of Electrical Engineering,Belgrade,Serbia and Montenegro","Faculty of Electrical Engineering, University of Belgrade, Belgrade, Serbia and Montenegro"],"affiliations":[{"raw_affiliation_string":"University of Belgrade,Faculty of Electrical Engineering,Belgrade,Serbia and Montenegro","institution_ids":["https://openalex.org/I4068193"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Belgrade, Belgrade, Serbia and Montenegro","institution_ids":["https://openalex.org/I4068193"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5064024744"],"corresponding_institution_ids":["https://openalex.org/I27768575"],"apc_list":null,"apc_paid":null,"fwci":0.1808,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53367762,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"350","last_page":"355"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9634000062942505,"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":0.9634000062942505,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9463000297546387,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/epilepsy","display_name":"Epilepsy","score":0.6927201151847839},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5712745189666748},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5377905368804932},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3767939805984497},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3669297397136688},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.29199323058128357},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18929731845855713}],"concepts":[{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.6927201151847839},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5712745189666748},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5377905368804932},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3767939805984497},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3669297397136688},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29199323058128357},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18929731845855713}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dese60595.2023.10469228","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/dese60595.2023.10469228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 16th International Conference on Developments in eSystems Engineering (DeSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W763891248","https://openalex.org/W1926090661","https://openalex.org/W2012383929","https://openalex.org/W2021350343","https://openalex.org/W2111619626","https://openalex.org/W2134295053","https://openalex.org/W2945477047","https://openalex.org/W3019487747","https://openalex.org/W3030727486","https://openalex.org/W3088692940","https://openalex.org/W3163890419","https://openalex.org/W3174744547","https://openalex.org/W3179475981","https://openalex.org/W3203533750","https://openalex.org/W4291743749","https://openalex.org/W4309603637","https://openalex.org/W4312187060","https://openalex.org/W4312985571","https://openalex.org/W4323569620","https://openalex.org/W4362553569","https://openalex.org/W4366816273","https://openalex.org/W4367605390","https://openalex.org/W4385626709","https://openalex.org/W6851478900"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2395385109","https://openalex.org/W2773633178","https://openalex.org/W2080101436","https://openalex.org/W2802335767","https://openalex.org/W2356350882","https://openalex.org/W4388090985","https://openalex.org/W2390279801","https://openalex.org/W1545074592","https://openalex.org/W2275559830"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"an":[3],"Internet":[4],"of":[5,137],"Medical":[6],"Things":[7],"(IoMT)":[8],"Seizure":[9,128],"Detection":[10,129],"Algorithm":[11,130],"that":[12,179],"uses":[13,35,93],"smartphone":[14,113],"acceleration":[15,49],"sensors":[16],"to":[17,67,81,96,100,115,215],"detect":[18],"early":[19,168],"seizures.":[20],"The":[21,77,90,108,125,152,193],"propose":[22],"algorithm":[23,78],"used":[24,66],"based":[25],"on":[26,71],"MATLAB":[27,32,36,103,109,172,175],"Mobile,":[28],"which":[29],"seamlessly":[30],"accesses":[31],"capabilities":[33],"and":[34,42,45,74,140,146,155,174,190,199],"Drive":[37,104,176],"for":[38,105,225],"cloud-based":[39,102],"data":[40,99,202],"storage":[41],"analysis.":[43],"Time-domain":[44],"frequency-domain":[46],"analysis":[47],"turn":[48],"impulses":[50],"into":[51],"meaningful":[52],"feature":[53],"vectors.":[54],"Then,":[55],"machine":[56],"learning":[57,63],"classifiers":[58],"like":[59],"SVMs":[60],"or":[61,212],"deep":[62],"models":[64],"are":[65,150],"train":[68],"the":[69,101,121,147,196,200,207],"system":[70],"a":[72,134,165],"seizure":[73,118,122,138,159,169],"non-seizure":[75],"dataset.":[76],"is":[79,131],"calibrated":[80],"distinguish":[82],"s":[83],"suraabdlattif@student.usm.my":[84],"eizure":[85],"occurrences":[86,160],"from":[87],"regular":[88],"activity.":[89],"IoMT":[91,127],"technique":[92],"real-time":[94],"streaming":[95],"send":[97],"sensor":[98],"continuous":[106],"monitoring.":[107],"Mobile":[110,173],"app":[111],"allows":[112],"users":[114],"remotely":[116],"monitor":[117],"activity":[119],"using":[120,221],"detection":[123,170],"algorithm.":[124],"proposed":[126,223],"tested":[132],"utilizing":[133],"broad":[135],"dataset":[136],"episodes":[139],"physical":[141],"activities.":[142],"Accuracy,":[143],"sensitivity,":[144],"specificity,":[145],"ROC":[148],"curve":[149],"evaluated.":[151],"algorithm\u2019s":[153],"robustness":[154],"effectiveness":[156],"in":[157,184],"detecting":[158,226],"highlight":[161],"its":[162],"potential":[163],"as":[164],"noninvasive,":[166],"cost-effective":[167],"system.":[171],"integration":[177],"shows":[178],"IoMT-based":[180],"healthcare":[181],"solutions":[182],"implemented":[183],"real-world":[185],"circumstances,":[186],"improving":[187],"patient":[188],"care":[189],"medical":[191],"insights.":[192],"auto-correlation":[194],"between":[195],"patient\u2019s":[197,208],"motion":[198,209],"[]":[201],"helped":[203],"clinicians":[204],"decide":[205],"if":[206],"was":[210,218],"typical":[211],"not.":[213],"Up":[214],"85%":[216],"consistency":[217],"found":[219],"while":[220],"our":[222],"method":[224],"epilepsy.":[227]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}