{"id":"https://openalex.org/W4388674362","doi":"https://doi.org/10.1109/bhi58575.2023.10313368","title":"Empowering Wearable Seizure Forecasting with Scheduled Sampling","display_name":"Empowering Wearable Seizure Forecasting with Scheduled Sampling","publication_year":2023,"publication_date":"2023-10-15","ids":{"openalex":"https://openalex.org/W4388674362","doi":"https://doi.org/10.1109/bhi58575.2023.10313368"},"language":"en","primary_location":{"id":"doi:10.1109/bhi58575.2023.10313368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi58575.2023.10313368","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5111074431","display_name":"Peikun Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peikun Guo","raw_affiliation_strings":["Rice University,Department of Electrical and Computer Engineering,Houston,TX,USA,77005"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University,Department of Electrical and Computer Engineering,Houston,TX,USA,77005","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100462715","display_name":"Yu Han","orcid":"https://orcid.org/0000-0002-5910-6307"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Han Yu","raw_affiliation_strings":["Rice University,Department of Electrical and Computer Engineering,Houston,TX,USA,77005"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University,Department of Electrical and Computer Engineering,Houston,TX,USA,77005","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093262270","display_name":"Sruthi Gopinath Karicheri","orcid":null},"institutions":[{"id":"https://openalex.org/I181547552","display_name":"Baylor College of Medicine","ror":"https://ror.org/02pttbw34","country_code":"US","type":"education","lineage":["https://openalex.org/I181547552","https://openalex.org/I2801539370"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sruthi Gopinath Karicheri","raw_affiliation_strings":["Baylor College of Medicine and the VA Medical Center,Neurology Department,Houston,TX,USA,77030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Baylor College of Medicine and the VA Medical Center,Neurology Department,Houston,TX,USA,77030","institution_ids":["https://openalex.org/I181547552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091678165","display_name":"Allen Kuncheria","orcid":"https://orcid.org/0000-0001-9423-6695"},"institutions":[{"id":"https://openalex.org/I181547552","display_name":"Baylor College of Medicine","ror":"https://ror.org/02pttbw34","country_code":"US","type":"education","lineage":["https://openalex.org/I181547552","https://openalex.org/I2801539370"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Allen Kuncheria","raw_affiliation_strings":["Baylor College of Medicine and the VA Medical Center,Neurology Department,Houston,TX,USA,77030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Baylor College of Medicine and the VA Medical Center,Neurology Department,Houston,TX,USA,77030","institution_ids":["https://openalex.org/I181547552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319531","display_name":"Huiyuan Yang","orcid":"https://orcid.org/0009-0006-6346-3012"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huiyuan Yang","raw_affiliation_strings":["Rice University,Department of Electrical and Computer Engineering,Houston,TX,USA,77005"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University,Department of Electrical and Computer Engineering,Houston,TX,USA,77005","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109655617","display_name":"Siena Blackwell","orcid":null},"institutions":[{"id":"https://openalex.org/I181547552","display_name":"Baylor College of Medicine","ror":"https://ror.org/02pttbw34","country_code":"US","type":"education","lineage":["https://openalex.org/I181547552","https://openalex.org/I2801539370"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siena Blackwell","raw_affiliation_strings":["Baylor College of Medicine and the VA Medical Center,Neurology Department,Houston,TX,USA,77030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Baylor College of Medicine and the VA Medical Center,Neurology Department,Houston,TX,USA,77030","institution_ids":["https://openalex.org/I181547552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090787809","display_name":"Zulfi Haneef","orcid":"https://orcid.org/0000-0002-0720-1417"},"institutions":[{"id":"https://openalex.org/I181547552","display_name":"Baylor College of Medicine","ror":"https://ror.org/02pttbw34","country_code":"US","type":"education","lineage":["https://openalex.org/I181547552","https://openalex.org/I2801539370"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zulfi Haneef","raw_affiliation_strings":["Baylor College of Medicine and the VA Medical Center,Neurology Department,Houston,TX,USA,77030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Baylor College of Medicine and the VA Medical Center,Neurology Department,Houston,TX,USA,77030","institution_ids":["https://openalex.org/I181547552"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061041118","display_name":"Akane Sano","orcid":"https://orcid.org/0000-0003-4484-8946"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akane Sano","raw_affiliation_strings":["Rice University,Department of Electrical and Computer Engineering,Houston,TX,USA,77005"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University,Department of Electrical and Computer Engineering,Houston,TX,USA,77005","institution_ids":["https://openalex.org/I74775410"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8427,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78727634,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10094","display_name":"Epilepsy research and treatment","score":0.9997000098228455,"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":0.9997000098228455,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7342525720596313},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.7016502022743225},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6695026159286499},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.6520700454711914},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6443551778793335},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6286211609840393},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5706430673599243},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.4909980595111847},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.4363780915737152},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4317570924758911},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16087406873703003},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.11052840948104858}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7342525720596313},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7016502022743225},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6695026159286499},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.6520700454711914},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6443551778793335},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6286211609840393},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5706430673599243},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.4909980595111847},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.4363780915737152},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4317570924758911},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16087406873703003},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.11052840948104858},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bhi58575.2023.10313368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi58575.2023.10313368","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W648786980","https://openalex.org/W1978437325","https://openalex.org/W1989678831","https://openalex.org/W2156689847","https://openalex.org/W2296073425","https://openalex.org/W2601669374","https://openalex.org/W2743138268","https://openalex.org/W2762473351","https://openalex.org/W2888598199","https://openalex.org/W2903709507","https://openalex.org/W2908510526","https://openalex.org/W2911761011","https://openalex.org/W2916057939","https://openalex.org/W2965277555","https://openalex.org/W3127389222","https://openalex.org/W3127629071","https://openalex.org/W3137217840","https://openalex.org/W3184778778","https://openalex.org/W3208327004","https://openalex.org/W3211751723","https://openalex.org/W3213957078","https://openalex.org/W4200198364","https://openalex.org/W4200286258","https://openalex.org/W4221080763","https://openalex.org/W4226194808","https://openalex.org/W4292264206","https://openalex.org/W4297798751","https://openalex.org/W6621543089","https://openalex.org/W6748102297","https://openalex.org/W6751494907","https://openalex.org/W6757817989"],"related_works":["https://openalex.org/W3186512740","https://openalex.org/W3017266184","https://openalex.org/W3194885736","https://openalex.org/W3046391934","https://openalex.org/W4363671829","https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749"],"abstract_inverted_index":{"The":[0,17,116,143],"unpredictability":[1],"of":[2,10,12,75,164],"seizures":[3,25],"imposes":[4],"a":[5,29,40,92,120],"significant":[6],"burden":[7],"on":[8],"tens":[9],"millions":[11],"individuals":[13],"with":[14],"epilepsy":[15,33,59],"worldwide.":[16],"ability":[18],"to":[19,28,91],"continuously":[20],"monitor":[21],"and":[22,71,80,85,95,111,126,138,154],"forecast":[23],"epileptic":[24],"would":[26],"lead":[27],"paradigm":[30],"shift":[31],"in":[32,130,168],"management.":[34],"In":[35],"this":[36],"paper,":[37],"we":[38,99],"propose":[39],"novel":[41],"progressive,":[42],"personalized":[43],"two-stage":[44],"approach":[45,118],"for":[46,123,148,173],"seizure":[47,124,149],"forecasting":[48,125,150],"using":[49,151],"10-minute":[50],"wearable":[51,152],"time":[52],"series":[53],"data":[54,137,153],"from":[55],"wristbands":[56],"worn":[57],"by":[58,68,135],"patients.":[60],"Our":[61],"method":[62],"effectively":[63],"tackles":[64],"the":[65,72,82,87,146,162],"challenges":[66],"posed":[67],"class":[69,112],"imbalance":[70],"complex":[73,139],"nature":[74],"physiological":[76,140],"signals.":[77],"By":[78],"measuring":[79],"ranking":[81],"reconstruction":[83],"error":[84],"energy":[86],"normal":[88],"samples":[89],"present":[90],"deep":[93,105,170],"autoencoder":[94],"employing":[96],"scheduled":[97],"sampling,":[98],"demonstrate":[100],"superior":[101],"performance":[102],"over":[103],"existing":[104],"learning":[106,166,171],"models,":[107],"anomaly":[108],"detection":[109],"methods,":[110],"balancing":[113],"during":[114],"training.":[115],"proposed":[117],"offers":[119],"promising":[121],"solution":[122],"has":[127],"potential":[128,147],"applications":[129],"other":[131],"medical":[132],"problems":[133],"characterized":[134],"imbalanced":[136,174],"signals.Clinical":[141],"relevance\u2014":[142],"study":[144],"demonstrates":[145],"individualized":[155],"treatment":[156],"planning.":[157],"Its":[158],"findings":[159],"also":[160],"highlight":[161],"value":[163],"adaptive":[165],"mechanisms":[167],"training":[169],"models":[172],"healthcare":[175],"data.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}