{"id":"https://openalex.org/W4311294865","doi":"https://doi.org/10.1109/icecs202256217.2022.9970784","title":"Stroke Prediction in Elderly Persons using Remote Health Monitoring","display_name":"Stroke Prediction in Elderly Persons using Remote Health Monitoring","publication_year":2022,"publication_date":"2022-10-24","ids":{"openalex":"https://openalex.org/W4311294865","doi":"https://doi.org/10.1109/icecs202256217.2022.9970784"},"language":"en","primary_location":{"id":"doi:10.1109/icecs202256217.2022.9970784","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs202256217.2022.9970784","pdf_url":null,"source":{"id":"https://openalex.org/S4363607963","display_name":"2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","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/A5066405029","display_name":"Nagina Razzaq","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088086","display_name":"Capital University of Science and Technology","ror":"https://ror.org/004776246","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210088086"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Nagina Razzaq","raw_affiliation_strings":["Capital University of Science and Technology,Department of Computer Science,Islamabad","Department of Computer Science, Capital University of Science and Technology, Islamabad"],"affiliations":[{"raw_affiliation_string":"Capital University of Science and Technology,Department of Computer Science,Islamabad","institution_ids":["https://openalex.org/I4210088086"]},{"raw_affiliation_string":"Department of Computer Science, Capital University of Science and Technology, Islamabad","institution_ids":["https://openalex.org/I4210088086"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085076944","display_name":"Nayyer Masood","orcid":"https://orcid.org/0000-0002-3450-144X"},"institutions":[{"id":"https://openalex.org/I4210088086","display_name":"Capital University of Science and Technology","ror":"https://ror.org/004776246","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210088086"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Nayyer Masood","raw_affiliation_strings":["Capital University of Science and Technology,Department of Computer Science,Islamabad","Department of Computer Science, Capital University of Science and Technology, Islamabad"],"affiliations":[{"raw_affiliation_string":"Capital University of Science and Technology,Department of Computer Science,Islamabad","institution_ids":["https://openalex.org/I4210088086"]},{"raw_affiliation_string":"Department of Computer Science, Capital University of Science and Technology, Islamabad","institution_ids":["https://openalex.org/I4210088086"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025731692","display_name":"Saba Nawaz","orcid":"https://orcid.org/0000-0001-9274-0038"},"institutions":[{"id":"https://openalex.org/I4210088086","display_name":"Capital University of Science and Technology","ror":"https://ror.org/004776246","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210088086"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Saba Nawaz","raw_affiliation_strings":["Capital University of Science and Technology,Department of Computer Science,Islamabad","Department of Computer Science, Capital University of Science and Technology, Islamabad"],"affiliations":[{"raw_affiliation_string":"Capital University of Science and Technology,Department of Computer Science,Islamabad","institution_ids":["https://openalex.org/I4210088086"]},{"raw_affiliation_string":"Department of Computer Science, Capital University of Science and Technology, Islamabad","institution_ids":["https://openalex.org/I4210088086"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057724603","display_name":"Nadeem Anjum","orcid":"https://orcid.org/0000-0001-6470-075X"},"institutions":[{"id":"https://openalex.org/I4210088086","display_name":"Capital University of Science and Technology","ror":"https://ror.org/004776246","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210088086"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Nadeem Anjum","raw_affiliation_strings":["Capital University of Science and Technology,Department of Computer Science,Islamabad","Department of Computer Science, Capital University of Science and Technology, Islamabad"],"affiliations":[{"raw_affiliation_string":"Capital University of Science and Technology,Department of Computer Science,Islamabad","institution_ids":["https://openalex.org/I4210088086"]},{"raw_affiliation_string":"Department of Computer Science, Capital University of Science and Technology, Islamabad","institution_ids":["https://openalex.org/I4210088086"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080291510","display_name":"Naeem Ramzan","orcid":"https://orcid.org/0000-0002-5088-1462"},"institutions":[{"id":"https://openalex.org/I868834043","display_name":"University of the West of Scotland","ror":"https://ror.org/04w3d2v20","country_code":"GB","type":"education","lineage":["https://openalex.org/I868834043"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Naeem Ramzan","raw_affiliation_strings":["School of Computing, Engineering and Physical Sciences, University of the West of Scotland,Paisley,UK,PA1 2BE"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Physical Sciences, University of the West of Scotland,Paisley,UK,PA1 2BE","institution_ids":["https://openalex.org/I868834043"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066405029"],"corresponding_institution_ids":["https://openalex.org/I4210088086"],"apc_list":null,"apc_paid":null,"fwci":0.2235,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48450831,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"10","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/stroke","display_name":"Stroke (engine)","score":0.8007110357284546},{"id":"https://openalex.org/keywords/paralysis","display_name":"Paralysis","score":0.560722291469574},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5123814344406128},{"id":"https://openalex.org/keywords/elderly-people","display_name":"Elderly people","score":0.462179571390152},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4014485478401184},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39242345094680786},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3777208924293518},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3367205262184143},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12709853053092957},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.12191382050514221},{"id":"https://openalex.org/keywords/gerontology","display_name":"Gerontology","score":0.08485463261604309}],"concepts":[{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.8007110357284546},{"id":"https://openalex.org/C2779618896","wikidata":"https://www.wikidata.org/wiki/Q107231","display_name":"Paralysis","level":2,"score":0.560722291469574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5123814344406128},{"id":"https://openalex.org/C3018697994","wikidata":"https://www.wikidata.org/wiki/Q191089","display_name":"Elderly people","level":2,"score":0.462179571390152},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4014485478401184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39242345094680786},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3777208924293518},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3367205262184143},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12709853053092957},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.12191382050514221},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.08485463261604309},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecs202256217.2022.9970784","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs202256217.2022.9970784","pdf_url":null,"source":{"id":"https://openalex.org/S4363607963","display_name":"2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335551","display_name":"Erasmus+","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1987751736","https://openalex.org/W2148143831","https://openalex.org/W2443995035","https://openalex.org/W2752885492","https://openalex.org/W2771170013","https://openalex.org/W2913705661","https://openalex.org/W3011139747","https://openalex.org/W3160035579","https://openalex.org/W4213284112"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2961085424","https://openalex.org/W2318878570","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W3046775127","https://openalex.org/W2049567231"],"abstract_inverted_index":{"Stroke":[0],"is":[1,43],"a":[2],"condition":[3,33,66],"that":[4,80,93],"effects":[5],"the":[6,12,31,59,89,95,111,122,144],"arteries":[7],"leading":[8],"to":[9,38,88,143],"and":[10,71,115,132],"within":[11],"brain,":[13],"causing":[14],"paralysis":[15],"or":[16,20],"death.":[17],"Early":[18],"detection":[19],"prediction":[21,55],"of":[22,34,56,97,99,104,110,117,130],"stroke":[23,57,83,100,147],"can":[24],"save":[25],"patient's":[26],"life.":[27],"For":[28],"this":[29,52],"purpose,":[30],"medical":[32,78],"suspected":[35],"patient":[36,133],"needs":[37],"be":[39,125,139],"continuously":[40,63],"monitored":[41],"which":[42],"not":[44],"manually":[45],"possible.":[46],"The":[47,77],"research":[48],"results":[49],"presented":[50],"in":[51,58],"paper":[53,107],"aim":[54],"elderly":[60],"people":[61],"by":[62],"monitoring":[64],"their":[65],"through":[67,136],"non-invasive":[68],"sensor-based":[69],"devices":[70],"using":[72],"Machine":[73],"Learning":[74],"(ML)":[75],"techniques.":[76],"attributes":[79],"may":[81],"cause":[82],"are":[84],"given":[85,140],"as":[86,141],"input":[87,142],"proposed":[90,112],"XGBoost-based":[91],"model":[92,114,123,145],"predicts":[94],"probability":[96],"occurrence":[98],"with":[101],"an":[102],"accuracy":[103],"94%.":[105],"This":[106],"presents":[108],"development":[109],"ML":[113],"discussion":[116],"obtained":[118],"results.":[119],"As":[120],"perspectives,":[121],"will":[124,138],"deployed":[126],"on":[127],"fog":[128],"nodes":[129],"SAFE-RH":[131],"readings":[134],"collected":[135],"sensors":[137],"for":[146],"prediction.":[148]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
