{"id":"https://openalex.org/W4316468881","doi":"https://doi.org/10.3390/s23020968","title":"Adaptive Remote Sensing Paradigm for Real-Time Alerting of Convulsive Epileptic Seizures","display_name":"Adaptive Remote Sensing Paradigm for Real-Time Alerting of Convulsive Epileptic Seizures","publication_year":2023,"publication_date":"2023-01-14","ids":{"openalex":"https://openalex.org/W4316468881","doi":"https://doi.org/10.3390/s23020968","pmid":"https://pubmed.ncbi.nlm.nih.gov/36679763"},"language":"en","primary_location":{"id":"doi:10.3390/s23020968","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23020968","pdf_url":"https://www.mdpi.com/1424-8220/23/2/968/pdf?version=1674091583","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/2/968/pdf?version=1674091583","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010673868","display_name":"Stiliyan Kalitzin","orcid":"https://orcid.org/0000-0002-7028-7778"},"institutions":[{"id":"https://openalex.org/I4210161862","display_name":"Stichting Epilepsie Instellingen Nederland","ror":"https://ror.org/051ae7717","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210161862"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Stiliyan Kalitzin","raw_affiliation_strings":["Stichting Epilepsie Instellingen Nederland (SEIN), 2103 SW Heemstede, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Stichting Epilepsie Instellingen Nederland (SEIN), 2103 SW Heemstede, The Netherlands","institution_ids":["https://openalex.org/I4210161862"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5010673868"],"corresponding_institution_ids":["https://openalex.org/I4210161862"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.7246,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66435223,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"23","issue":"2","first_page":"968","last_page":"968"},"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/T10094","display_name":"Epilepsy research and treatment","score":0.996999979019165,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.6942716836929321},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6579214334487915},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5166676044464111},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4859570264816284},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4276352524757385},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34168267250061035},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3317621946334839},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.24032476544380188},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2045915126800537}],"concepts":[{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.6942716836929321},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6579214334487915},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5166676044464111},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4859570264816284},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4276352524757385},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34168267250061035},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3317621946334839},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.24032476544380188},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2045915126800537},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004830","descriptor_name":"Epilepsy, Tonic-Clonic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004830","descriptor_name":"Epilepsy, Tonic-Clonic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004830","descriptor_name":"Epilepsy, Tonic-Clonic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D058998","descriptor_name":"Remote Sensing Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058998","descriptor_name":"Remote Sensing Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058998","descriptor_name":"Remote Sensing Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23020968","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23020968","pdf_url":"https://www.mdpi.com/1424-8220/23/2/968/pdf?version=1674091583","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36679763","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36679763","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9862933","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9862933","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9862933/pdf/sensors-23-00968.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:07b91977c49b4a59bdb9a0212d5a7a26","is_oa":true,"landing_page_url":"https://doaj.org/article/07b91977c49b4a59bdb9a0212d5a7a26","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 2, p 968 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/2/968/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23020968","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 2; Pages: 968","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23020968","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23020968","pdf_url":"https://www.mdpi.com/1424-8220/23/2/968/pdf?version=1674091583","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4316468881.pdf"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1514114524","https://openalex.org/W2008518032","https://openalex.org/W2140794498","https://openalex.org/W2462608850","https://openalex.org/W2646536716","https://openalex.org/W2741800082","https://openalex.org/W2796747736","https://openalex.org/W2919439106","https://openalex.org/W2920491596","https://openalex.org/W2922500249","https://openalex.org/W2973877684","https://openalex.org/W3021560950","https://openalex.org/W3022577698","https://openalex.org/W3107649082","https://openalex.org/W3120755852","https://openalex.org/W6630857359","https://openalex.org/W6680535070"],"related_works":["https://openalex.org/W2395385109","https://openalex.org/W2773633178","https://openalex.org/W2080101436","https://openalex.org/W2802335767","https://openalex.org/W4388090985","https://openalex.org/W2356350882","https://openalex.org/W1545074592","https://openalex.org/W2275559830","https://openalex.org/W351867064","https://openalex.org/W4380075502"],"abstract_inverted_index":{"Epilepsy":[0],"is":[1],"a":[2,21,54,75,164,182],"debilitating":[3],"neurological":[4],"condition":[5],"characterized":[6],"by":[7],"intermittent":[8],"paroxysmal":[9],"states":[10,38],"called":[11],"fits":[12],"or":[13,45],"seizures.":[14,107],"Especially,":[15],"the":[16,47,83,95,100,116,119,135,138,141,153,158,172,194,198],"major":[17],"motor":[18],"seizures":[19],"of":[20,82,94,134,152],"convulsive":[22,36],"nature,":[23],"such":[24],"as":[25,202],"tonic-clonic":[26],"seizures,":[27],"can":[28,39,124,179],"cause":[29],"aggravating":[30],"consequences.":[31],"Timely":[32],"alerting":[33,167],"for":[34,80],"these":[35],"epileptic":[37],"therefore":[40],"prevent":[41],"numerous":[42],"complications,":[43],"during,":[44],"following":[46],"fit.":[48],"Based":[49],"on":[50],"our":[51],"previous":[52],"research,":[53],"non-contact":[55],"method":[56,149],"using":[57,115],"automated":[58,184],"video":[59],"camera":[60],"observation":[61],"and":[62,175,192],"optical":[63],"flow":[64],"analysis":[65],"underwent":[66],"field":[67],"trials":[68],"in":[69,87,181],"clinical":[70],"settings.":[71],"Here,":[72],"we":[73],"propose":[74],"novel":[76],"adaptive":[77],"learning":[78,146,159],"paradigm":[79],"optimization":[81],"seizure":[84,166],"detection":[85,102,112],"algorithm":[86,199],"each":[88],"individual":[89],"application.":[90],"The":[91,108,122,148,177],"main":[92],"objective":[93],"study":[96],"was":[97],"to":[98,157,171,190],"minimize":[99],"false":[101],"rate":[103],"while":[104,197],"avoiding":[105],"undetected":[106],"system":[109,123,142,178],"continuously":[110],"updated":[111],"parameters":[113],"retrospectively":[114],"data":[117],"from":[118],"generated":[120],"alerts.":[121,136],"be":[125],"used":[126],"under":[127],"supervision":[128],"or,":[129],"alternatively,":[130],"through":[131],"autonomous":[132],"validation":[133],"In":[137],"latter":[139],"case,":[140],"achieved":[143],"self-adaptive,":[144],"unsupervised":[145],"functionality.":[147],"showed":[150],"improvement":[151],"detector":[154],"performance":[155],"due":[156],"algorithm.":[160],"This":[161],"functionality":[162],"provided":[163],"personalized":[165],"device":[168],"that":[169],"adapted":[170],"specific":[173],"patient":[174],"environment.":[176],"operate":[180],"fully":[183],"mode,":[185],"still":[186],"allowing":[187],"human":[188],"observer":[189],"monitor":[191],"override":[193],"decision":[195],"process":[196],"provides":[200],"suggestions":[201],"an":[203],"expert":[204],"system.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}