{"id":"https://openalex.org/W4405490533","doi":"https://doi.org/10.1109/iccspa61559.2024.10794318","title":"A Real-Time System for Monitoring and Managing Neuropsychiatric Symptoms in Dementia Patients","display_name":"A Real-Time System for Monitoring and Managing Neuropsychiatric Symptoms in Dementia Patients","publication_year":2024,"publication_date":"2024-07-08","ids":{"openalex":"https://openalex.org/W4405490533","doi":"https://doi.org/10.1109/iccspa61559.2024.10794318"},"language":"en","primary_location":{"id":"doi:10.1109/iccspa61559.2024.10794318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccspa61559.2024.10794318","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 6th International Conference on Communications, Signal Processing, and their Applications (ICCSPA)","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/A5035351687","display_name":"Abeer Badawi","orcid":"https://orcid.org/0000-0002-0107-9457"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abeer Badawi","raw_affiliation_strings":["Electrical and Computer Engineering, Ontario Tech University,Oshawa,ON,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Ontario Tech University,Oshawa,ON,Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078413132","display_name":"A. Badr","orcid":"https://orcid.org/0000-0003-2145-6421"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ahmed Badr","raw_affiliation_strings":["Electrical and Computer Engineering, Ontario Tech University,Oshawa,ON,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Ontario Tech University,Oshawa,ON,Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114674301","display_name":"Somayya Elmoghazy","orcid":null},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Somayya Elmoghazy","raw_affiliation_strings":["Electrical and Computer Engineering, Ontario Tech University,Oshawa,ON,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Ontario Tech University,Oshawa,ON,Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106752643","display_name":"Sara Elgazzar","orcid":null},"institutions":[{"id":"https://openalex.org/I2802285097","display_name":"Ontario Shores Centre for Mental Health Sciences","ror":"https://ror.org/04mcqge53","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2802285097"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sara Elgazzar","raw_affiliation_strings":["Ontario Shores Centre for Mental Health Sciences,Whitby,ON,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ontario Shores Centre for Mental Health Sciences,Whitby,ON,Canada","institution_ids":["https://openalex.org/I2802285097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026935022","display_name":"Khalid Elgazzar","orcid":"https://orcid.org/0000-0002-5892-632X"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Khalid Elgazzar","raw_affiliation_strings":["Electrical and Computer Engineering, Ontario Tech University,Oshawa,ON,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Ontario Tech University,Oshawa,ON,Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083418878","display_name":"Amer M. Burhan","orcid":"https://orcid.org/0000-0002-9888-008X"},"institutions":[{"id":"https://openalex.org/I2802285097","display_name":"Ontario Shores Centre for Mental Health Sciences","ror":"https://ror.org/04mcqge53","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2802285097"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Amer M. Burhan","raw_affiliation_strings":["Ontario Shores Centre for Mental Health Sciences,Whitby,ON,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ontario Shores Centre for Mental Health Sciences,Whitby,ON,Canada","institution_ids":["https://openalex.org/I2802285097"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4383,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69981351,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.4797999858856201,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"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/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.4797999858856201,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"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/dementia","display_name":"Dementia","score":0.7935667634010315},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43102723360061646},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4100356101989746},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.14632785320281982},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.12188559770584106}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.7935667634010315},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43102723360061646},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4100356101989746},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.14632785320281982},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.12188559770584106}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccspa61559.2024.10794318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccspa61559.2024.10794318","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 6th International Conference on Communications, Signal Processing, and their Applications (ICCSPA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1980202148","https://openalex.org/W2018840929","https://openalex.org/W2060787282","https://openalex.org/W2078074240","https://openalex.org/W2088361570","https://openalex.org/W2792649255","https://openalex.org/W2904206377","https://openalex.org/W2911193661","https://openalex.org/W2979582695","https://openalex.org/W2990564147","https://openalex.org/W2991092620","https://openalex.org/W3025469716","https://openalex.org/W3195457683","https://openalex.org/W4207009657","https://openalex.org/W4220716746","https://openalex.org/W4223430238","https://openalex.org/W4247665917","https://openalex.org/W4285258540","https://openalex.org/W4320011089","https://openalex.org/W4388207356","https://openalex.org/W4390482419"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166"],"abstract_inverted_index":{"Dementia":[0],"is":[1],"a":[2,55,148,187],"range":[3],"of":[4,35,47,158,173,198,206],"neurological":[5],"disorders":[6],"that":[7],"affect":[8],"the":[9,45,76,84,138,145,155,196,203,213],"brain":[10],"and":[11,22,65,104,178,191,210,218],"are":[12,25],"associated":[13],"with":[14,49,61,78,134],"neuropsychiatric":[15],"symptoms":[16],"(NPS).":[17],"Among":[18],"these":[19],"symptoms,":[20],"agitation":[21,110],"aggressive":[23,176],"behavior":[24,46,177],"common,":[26],"as":[27,99],"they":[28],"can":[29,42,92],"significantly":[30],"impact":[31],"an":[32,168],"individual's":[33],"quality":[34],"life.":[36],"Monitoring":[37],"NPS":[38,207],"using":[39,71,137,186],"wearable":[40,96],"sensors":[41,162],"help":[43],"detect":[44],"people":[48],"dementia":[50],"(PwD).":[51],"This":[52,165],"paper":[53],"proposes":[54],"real-time":[56,130,170],"remote":[57],"healthcare":[58,69,181],"monitoring":[59],"system":[60,77,91,115,146,171,200],"scalable":[62,150],"event":[63],"processing":[64],"analytics":[66],"platforms":[67],"for":[68],"applications":[70],"open-source":[72],"components.":[73],"We":[74],"studied":[75],"sample":[79],"data":[80,94,128],"from":[81,95,160],"PwD":[82,209,217],"at":[83],"Ontario":[85],"Shores":[86],"Mental":[87],"Health":[88],"Institute.":[89],"The":[90,113,193],"collect":[93],"devices":[97,159],"such":[98],"wristbands,":[100],"rings,":[101],"or":[102],"patches":[103],"uses":[105],"machine":[106],"learning":[107],"to":[108,152,154],"classify":[109],"in":[111,129,183,201,208],"PwD.":[112],"proposed":[114],"also":[116],"provides":[117],"valuable":[118],"insights":[119],"into":[120],"other":[121],"health":[122],"problems.":[123],"Moreover,":[124],"it":[125],"handles":[126],"continuous":[127],"while":[131],"performing":[132],"classification":[133],"high":[135],"accuracy":[136],"Extra":[139],"Trees":[140],"model.":[141],"Furthermore,":[142],"we":[143],"design":[144],"featuring":[147],"horizontally":[149],"architecture":[151],"adapt":[153],"growing":[156],"number":[157],"different":[161],"over":[163],"time.":[164],"research":[166],"introduces":[167],"end-to-end":[169],"capable":[172],"rapidly":[174],"identifying":[175],"promptly":[179],"notifying":[180],"providers":[182],"3.5":[184],"seconds":[185],"customized":[188],"mobile":[189],"app":[190],"dashboard.":[192],"results":[194],"highlight":[195],"potential":[197],"this":[199],"enhancing":[202],"early":[204],"detection":[205],"ultimately":[211],"reducing":[212],"risks":[214],"faced":[215],"by":[216],"caregivers.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}