{"id":"https://openalex.org/W4407691328","doi":"https://doi.org/10.1109/healthcom60970.2024.10880739","title":"Quantum-based Gated Recurrent Units for Multiclass Classification to Monitor Daily Living Activities for Early Disease Detection","display_name":"Quantum-based Gated Recurrent Units for Multiclass Classification to Monitor Daily Living Activities for Early Disease Detection","publication_year":2024,"publication_date":"2024-11-18","ids":{"openalex":"https://openalex.org/W4407691328","doi":"https://doi.org/10.1109/healthcom60970.2024.10880739"},"language":"en","primary_location":{"id":"doi:10.1109/healthcom60970.2024.10880739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/healthcom60970.2024.10880739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on E-health Networking, Application & Services (HealthCom)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.qub.ac.uk/en/publications/906e6112-7636-4ceb-a097-d67a931f8ffc","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113342853","display_name":"Bao-Nhi Dang Tran","orcid":null},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bao-Nhi Dang Tran","raw_affiliation_strings":["Memorial University,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial University,Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073275664","display_name":"Muhammad Fahim","orcid":"https://orcid.org/0000-0001-6259-5458"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Muhammad Fahim","raw_affiliation_strings":["Queen's University Belfast,United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen's University Belfast,United Kingdom","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068768566","display_name":"B. D. E. McNiven","orcid":"https://orcid.org/0000-0003-3111-1419"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bradley D. E. McNiven","raw_affiliation_strings":["Memorial University,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial University,Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017894287","display_name":"Stephen Czarnuch","orcid":"https://orcid.org/0000-0002-9192-4107"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Stephen Czarnuch","raw_affiliation_strings":["Memorial University,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial University,Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077149719","display_name":"Octavia A. Dobre","orcid":"https://orcid.org/0000-0001-8528-0512"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Octavia A. Dobre","raw_affiliation_strings":["Memorial University,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial University,Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049089848","display_name":"Trung Q. Duong","orcid":"https://orcid.org/0000-0002-4703-4836"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Trung Q. Duong","raw_affiliation_strings":["Memorial University,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial University,Canada","institution_ids":["https://openalex.org/I130438778"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.5460000038146973,"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":0.5460000038146973,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.5321999788284302,"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/computer-science","display_name":"Computer science","score":0.5828059911727905},{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"Multiclass classification","score":0.5630063414573669},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.44367504119873047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4241490066051483},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3453294634819031},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22011086344718933},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.19617587327957153},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.11727660894393921}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5828059911727905},{"id":"https://openalex.org/C123860398","wikidata":"https://www.wikidata.org/wiki/Q6934605","display_name":"Multiclass classification","level":3,"score":0.5630063414573669},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.44367504119873047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4241490066051483},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3453294634819031},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22011086344718933},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.19617587327957153},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.11727660894393921}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/healthcom60970.2024.10880739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/healthcom60970.2024.10880739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on E-health Networking, Application & Services (HealthCom)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.qub.ac.uk/portal:openaire/906e6112-7636-4ceb-a097-d67a931f8ffc","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/906e6112-7636-4ceb-a097-d67a931f8ffc","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tran, B-N D, Fahim, M, McNiven, B D E, Czarnuch, S, Dobre, O A & Duong, T Q 2025, Quantum-based gated recurrent units for multiclass classification to monitor daily living activities for early disease detection. in 2024 IEEE International Conference on E-health Networking, Application & Services (Healthcom): Proceedings. IEEE Xplore. https://doi.org/10.1109/HealthCom60970.2024.10880739","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:pure.qub.ac.uk/portal:openaire/906e6112-7636-4ceb-a097-d67a931f8ffc","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/906e6112-7636-4ceb-a097-d67a931f8ffc","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tran, B-N D, Fahim, M, McNiven, B D E, Czarnuch, S, Dobre, O A & Duong, T Q 2025, Quantum-based gated recurrent units for multiclass classification to monitor daily living activities for early disease detection. in 2024 IEEE International Conference on E-health Networking, Application & Services (Healthcom): Proceedings. IEEE Xplore. https://doi.org/10.1109/HealthCom60970.2024.10880739","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6366282591","display_name":null,"funder_award_id":"CRC-2022-00187","funder_id":"https://openalex.org/F4320321481","funder_display_name":"Canada Excellence Research Chairs, Government of Canada"},{"id":"https://openalex.org/G688922468","display_name":null,"funder_award_id":"CERC-2022-00109","funder_id":"https://openalex.org/F4320321481","funder_display_name":"Canada Excellence Research Chairs, Government of Canada"}],"funders":[{"id":"https://openalex.org/F4320321481","display_name":"Canada Excellence Research Chairs, Government of Canada","ror":"https://ror.org/02tvrwm90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2026979147","https://openalex.org/W2030735938","https://openalex.org/W2061179798","https://openalex.org/W2105046342","https://openalex.org/W2107686700","https://openalex.org/W2127231883","https://openalex.org/W2132691216","https://openalex.org/W2148143831","https://openalex.org/W2153506531","https://openalex.org/W2166155484","https://openalex.org/W2296193698","https://openalex.org/W2593909786","https://openalex.org/W2790388700","https://openalex.org/W2896411932","https://openalex.org/W2898401615","https://openalex.org/W2899217907","https://openalex.org/W2945680873","https://openalex.org/W2964191536","https://openalex.org/W2980446414","https://openalex.org/W3118575674","https://openalex.org/W4383225765","https://openalex.org/W4401753529"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"The":[0],"continuous":[1],"monitoring":[2,101],"of":[3,5,93,105],"activities":[4],"daily":[6,99],"living":[7],"(ADLs)":[8],"can":[9,88],"play":[10],"a":[11,33],"vital":[12],"role":[13],"in":[14,70,82,86],"assessing":[15],"an":[16],"individuals":[17],"capability":[18],"to":[19,46,90],"live":[20],"independently":[21],"and":[22,85,102],"enable":[23],"the":[24,59,64,91,103],"possibility":[25],"for":[26],"early":[27],"disease":[28],"detection.":[29],"This":[30],"paper":[31],"introduces":[32],"novel":[34],"hybrid":[35],"model,":[36],"called":[37],"quantum-based":[38],"gated":[39],"recurrent":[40],"unit":[41],"-":[42],"multiclass":[43],"classifier":[44],"(QGRU-MC),":[45],"enhance":[47],"ADL":[48],"classification":[49],"from":[50,58],"wear-able":[51],"sensor":[52,62],"data.":[53],"Using":[54],"statistical":[55],"feature":[56],"extraction":[57],"raw":[60],"accelerometer":[61],"signals,":[63],"QGRU-MC":[65],"model":[66,78],"demonstrates":[67],"good":[68,80],"performance":[69],"activity":[71,100],"recognition.":[72],"Preliminary":[73],"findings":[74],"suggest":[75],"that":[76],"our":[77],"has":[79],"potential":[81],"healthcare":[83],"applications,":[84],"particular,":[87],"contribute":[89],"advancement":[92],"future":[94],"intelligent":[95],"systems":[96],"centered":[97],"on":[98],"promotion":[104],"healthy":[106],"aging.":[107]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}