{"id":"https://openalex.org/W4382135960","doi":"https://doi.org/10.3390/s23135869","title":"Remote Patient Activity Monitoring System by Integrating IoT Sensors and Artificial Intelligence Techniques","display_name":"Remote Patient Activity Monitoring System by Integrating IoT Sensors and Artificial Intelligence Techniques","publication_year":2023,"publication_date":"2023-06-25","ids":{"openalex":"https://openalex.org/W4382135960","doi":"https://doi.org/10.3390/s23135869","pmid":"https://pubmed.ncbi.nlm.nih.gov/37447719"},"language":"en","primary_location":{"id":"doi:10.3390/s23135869","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23135869","pdf_url":"https://www.mdpi.com/1424-8220/23/13/5869/pdf?version=1687666017","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/1424-8220/23/13/5869/pdf?version=1687666017","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101430823","display_name":"Preethi Palanisamy","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Preethi Palanisamy","raw_affiliation_strings":["Department of Computer Science and Engineering, Kongunadu College of Engineering and Technology, Trichy 621215, India"],"raw_orcid":"https://orcid.org/0000-0001-5630-3092","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kongunadu College of Engineering and Technology, Trichy 621215, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066448842","display_name":"Amudhavalli Padmanabhan","orcid":null},"institutions":[{"id":"https://openalex.org/I94948490","display_name":"B.S. Abdur Rahman Crescent Institute of Science & Technology","ror":"https://ror.org/01fqhas03","country_code":"IN","type":"education","lineage":["https://openalex.org/I94948490"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amudhavalli Padmanabhan","raw_affiliation_strings":["Department of Computer Applications, B. S. Abdur Rahman Crescent Institute of Science and Technology, Vandalur 600048, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Applications, B. S. Abdur Rahman Crescent Institute of Science and Technology, Vandalur 600048, India","institution_ids":["https://openalex.org/I94948490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079698322","display_name":"Asokan Ramasamy","orcid":"https://orcid.org/0000-0003-1674-8200"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Asokan Ramasamy","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Kongunadu College of Engineering and Technology, Trichy 621215, India"],"raw_orcid":"https://orcid.org/0000-0003-1674-8200","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Kongunadu College of Engineering and Technology, Trichy 621215, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019671434","display_name":"Sakthivel Subramaniam","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sakthivel Subramaniam","raw_affiliation_strings":["Department of Computer Science and Engineering, Sona College of Technology, Salem 636005, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sona College of Technology, Salem 636005, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101430823"],"corresponding_institution_ids":[],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":7.6092,"has_fulltext":true,"cited_by_count":75,"citation_normalized_percentile":{"value":0.98403517,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"23","issue":"13","first_page":"5869","last_page":"5869"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9948999881744385,"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"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9948999881744385,"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"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9945999979972839,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7698398232460022},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7002323865890503},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.6576839685440063},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6479681134223938},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5775970220565796},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5550343990325928},{"id":"https://openalex.org/keywords/application-layer","display_name":"Application layer","score":0.5300533175468445},{"id":"https://openalex.org/keywords/network-layer","display_name":"Network layer","score":0.46296170353889465},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.444828063249588},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.44106870889663696},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.43769371509552},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4267463684082031},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.4200108051300049},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4149882197380066},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3951346278190613},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3927038908004761},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3373105525970459},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.31229937076568604},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18886730074882507},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1790507733821869},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.11422190070152283}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7698398232460022},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7002323865890503},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.6576839685440063},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6479681134223938},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5775970220565796},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5550343990325928},{"id":"https://openalex.org/C190793597","wikidata":"https://www.wikidata.org/wiki/Q189768","display_name":"Application layer","level":3,"score":0.5300533175468445},{"id":"https://openalex.org/C117468950","wikidata":"https://www.wikidata.org/wiki/Q208074","display_name":"Network layer","level":3,"score":0.46296170353889465},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.444828063249588},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44106870889663696},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.43769371509552},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4267463684082031},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.4200108051300049},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4149882197380066},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3951346278190613},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3927038908004761},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3373105525970459},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.31229937076568604},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18886730074882507},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1790507733821869},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.11422190070152283},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23135869","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23135869","pdf_url":"https://www.mdpi.com/1424-8220/23/13/5869/pdf?version=1687666017","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:37447719","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37447719","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:10346748","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10346748","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10346748/pdf/sensors-23-05869.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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:bac4f397ae0d4cf3b4f11ec79bd81c8d","is_oa":true,"landing_page_url":"https://doaj.org/article/bac4f397ae0d4cf3b4f11ec79bd81c8d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 13, p 5869 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/13/5869/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23135869","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 13; Pages: 5869","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23135869","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23135869","pdf_url":"https://www.mdpi.com/1424-8220/23/13/5869/pdf?version=1687666017","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4382135960.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1990488619","https://openalex.org/W2040068891","https://openalex.org/W2180635266","https://openalex.org/W2406349003","https://openalex.org/W2613184679","https://openalex.org/W2616384941","https://openalex.org/W2947711570","https://openalex.org/W2964108233","https://openalex.org/W2982198573","https://openalex.org/W2988014700","https://openalex.org/W3001316388","https://openalex.org/W3037214171","https://openalex.org/W3044454104","https://openalex.org/W3122328776","https://openalex.org/W3161970434","https://openalex.org/W3191254976","https://openalex.org/W4210437542","https://openalex.org/W4311461833","https://openalex.org/W4311626496","https://openalex.org/W4366598395","https://openalex.org/W6772938244"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313463218","https://openalex.org/W4312996489","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4319161913"],"abstract_inverted_index":{"Even":[0],"with":[1,33,97],"the":[2,41,45,74,87,137,148,157,160,178,181,221],"most":[3],"cutting-edge":[4,231],"tools,":[5],"treating":[6],"and":[7,12,83,120,167,176,206,235,242,252],"monitoring":[8,31],"patients-including":[9],"children,":[10],"elders,":[11],"suspected":[13],"COVID-19":[14],"patients-remains":[15],"a":[16,29,70,102,114,121,132,194],"challenging":[17],"activity.":[18],"This":[19],"study":[20],"aimed":[21],"to":[22,69,85,146,155,187],"track":[23],"multiple":[24],"COVID-19-related":[25],"vital":[26],"indicators":[27],"using":[28,105],"wearable":[30,65,117],"device":[32],"an":[34,106,253],"Internet":[35,75],"of":[36,52,76,89,100,116,123,180,213,229,247,250,255],"Things":[37,77],"(IOT)":[38],"focus.":[39],"Additionally,":[40],"technology":[42],"automatically":[43],"alerts":[44,177],"appropriate":[46],"medical":[47],"authorities":[48],"about":[49],"any":[50],"breaches":[51],"confinement":[53],"for":[54,111,126,163],"potentially":[55,182],"contagious":[56],"patients":[57],"by":[58],"tracking":[59],"patients'":[60],"real-time":[61],"GPS":[62],"data.":[63],"The":[64,92,150,170,211],"sensor":[66],"is":[67,95,153,224],"connected":[68],"network":[71,199],"edge":[72],"in":[73,144,159,240],"cloud,":[78],"where":[79],"data":[80],"are":[81,141],"processed":[82],"analyzed":[84],"ascertain":[86],"state":[88],"body":[90],"function.":[91],"proposed":[93],"system":[94],"built":[96],"three":[98],"tiers":[99],"functionalities:":[101],"cloud":[103,161],"layer":[104,115,122,130,140,152,174],"Application":[107],"Peripheral":[108],"Interface":[109],"(API)":[110],"mobile":[112,127,172],"devices,":[113],"IOT":[118],"sensors,":[119],"Android":[124,171],"web":[125],"devices.":[128],"Each":[129],"performs":[131],"certain":[133],"purpose.":[134],"Data":[135],"from":[136],"IoT":[138],"perception":[139],"initially":[142],"collected":[143],"order":[145,186],"identify":[147],"ailments.":[149],"following":[151],"used":[154],"store":[156],"information":[158],"database":[162],"preventative":[164],"actions,":[165],"notifications,":[166],"quick":[168],"reactions.":[169],"application":[173],"notifies":[175],"families":[179],"impacted":[183],"patients.":[184],"In":[185],"recognize":[188],"human":[189],"activities,":[190],"this":[191,214],"work":[192],"suggests":[193],"novel":[195],"integrated":[196],"deep":[197,232],"neural":[198,233],"model":[200],"called":[201],"CNN-UUGRU":[202],"which":[203,216],"mixes":[204],"convolutional":[205],"updated":[207],"gated":[208],"recurrent":[209],"subunits.":[210],"efficiency":[212],"model,":[215],"was":[217],"successfully":[218],"evaluated":[219],"on":[220],"Kaggle":[222],"dataset,":[223],"significantly":[225],"higher":[226],"than":[227],"that":[228],"other":[230],"models":[234],"it":[236],"surpassed":[237],"existing":[238],"products":[239],"local":[241],"public":[243],"datasets,":[244],"achieving":[245],"accuracy":[246],"97.7%,":[248],"precision":[249],"96.8%,":[251],"F-measure":[254],"97.75%.":[256]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":29},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":9}],"updated_date":"2026-06-23T13:55:30.953635","created_date":"2025-10-10T00:00:00"}