{"id":"https://openalex.org/W2594857399","doi":"https://doi.org/10.1109/iwbis.2016.7872884","title":"Medical warning system based on Internet of Things using fog computing","display_name":"Medical warning system based on Internet of Things using fog computing","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2594857399","doi":"https://doi.org/10.1109/iwbis.2016.7872884","mag":"2594857399"},"language":"en","primary_location":{"id":"doi:10.1109/iwbis.2016.7872884","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwbis.2016.7872884","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Workshop on Big Data and Information Security (IWBIS)","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/A5084047638","display_name":"Iman Azimi","orcid":"https://orcid.org/0000-0001-5003-299X"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Iman Azimi","raw_affiliation_strings":["Department of Information Technology, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004324328","display_name":"Arman Anzanpour","orcid":"https://orcid.org/0000-0002-7614-0232"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Arman Anzanpour","raw_affiliation_strings":["Department of Information Technology, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018179894","display_name":"Amir M. Rahmani","orcid":"https://orcid.org/0000-0002-7408-7992"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Amir M. Rahmani","raw_affiliation_strings":["Department of Information Technology, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019546150","display_name":"Pasi Liljeberg","orcid":"https://orcid.org/0000-0002-9392-3589"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Pasi Liljeberg","raw_affiliation_strings":["Department of Information Technology, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105839982","display_name":"Tapio Salakoski","orcid":null},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tapio Salakoski","raw_affiliation_strings":["Department of Information Technology, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5084047638"],"corresponding_institution_ids":["https://openalex.org/I155660961"],"apc_list":null,"apc_paid":null,"fwci":4.0535,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.94464701,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9682999849319458,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9642000198364258,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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":0.6912354230880737},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6660168766975403},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.6407875418663025},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5467149615287781},{"id":"https://openalex.org/keywords/remote-patient-monitoring","display_name":"Remote patient monitoring","score":0.5407005548477173},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.4937160909175873},{"id":"https://openalex.org/keywords/continuous-monitoring","display_name":"Continuous monitoring","score":0.4674670994281769},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4619278311729431},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.42868274450302124},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3825303912162781},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34151580929756165},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3379606306552887},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14982733130455017},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12560483813285828},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12346702814102173},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11145439743995667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6912354230880737},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6660168766975403},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.6407875418663025},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5467149615287781},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.5407005548477173},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.4937160909175873},{"id":"https://openalex.org/C2776902269","wikidata":"https://www.wikidata.org/wiki/Q5165493","display_name":"Continuous monitoring","level":2,"score":0.4674670994281769},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4619278311729431},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.42868274450302124},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3825303912162781},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34151580929756165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3379606306552887},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14982733130455017},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12560483813285828},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12346702814102173},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11145439743995667},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwbis.2016.7872884","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwbis.2016.7872884","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Workshop on Big Data and Information Security (IWBIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1891654315","https://openalex.org/W1926090661","https://openalex.org/W2103132803","https://openalex.org/W2105103777","https://openalex.org/W2111619626","https://openalex.org/W2114623221","https://openalex.org/W2134295053","https://openalex.org/W2135233422","https://openalex.org/W2162800060","https://openalex.org/W2298144082","https://openalex.org/W2557789618","https://openalex.org/W2569606887","https://openalex.org/W2601918726","https://openalex.org/W4285719527","https://openalex.org/W6636044662"],"related_works":["https://openalex.org/W2570647323","https://openalex.org/W2206805568","https://openalex.org/W2076942471","https://openalex.org/W3027285423","https://openalex.org/W2863268765","https://openalex.org/W4205879366","https://openalex.org/W2896245927","https://openalex.org/W1961101704","https://openalex.org/W4254129905","https://openalex.org/W2414447594"],"abstract_inverted_index":{"Remote":[0],"patient":[1,34,72,96,130,134],"monitoring":[2,21,73,131],"is":[3,122],"essential":[4],"for":[5],"many":[6],"patients":[7],"that":[8,26],"are":[9],"suffering":[10],"from":[11],"acute":[12],"diseases":[13],"such":[14],"as":[15,50],"different":[16],"heart":[17],"conditions.":[18],"Continuous":[19],"health":[20],"can":[22,54],"provide":[23,55,67],"medical":[24,30,92],"services":[25],"consider":[27,101],"the":[28,33,59],"current":[29,60],"state":[31],"of":[32,48,113],"and":[35,69,110],"to":[36,66,75,89,132],"predict":[37],"or":[38],"early-detect":[39,133],"future":[40],"potentially":[41],"critical":[42],"situations.":[43],"In":[44,80],"this":[45,81],"regard,":[46],"Internet":[47],"Things":[49],"a":[51,85,125],"multidisciplinary":[52],"paradigm":[53,104],"profound":[56],"impacts.":[57],"However,":[58],"IoT-based":[61,87],"systems":[62],"may":[63],"encounter":[64],"difficulties":[65],"continuous":[68,129],"real":[70],"time":[71],"due":[74],"issues":[76],"in":[77,94,116,138],"data":[78],"analytics.":[79],"paper,":[82],"we":[83],"introduce":[84],"new":[86],"approach":[88,100],"offer":[90],"smart":[91],"warning":[93],"personalized":[95],"monitoring.":[97],"The":[98,119],"proposed":[99,120],"local":[102],"computing":[103,117],"enabled":[105],"by":[106],"machine":[107],"learning":[108],"algorithms":[109],"automate":[111],"management":[112],"system":[114,121],"components":[115],"section.":[118],"evaluated":[123],"via":[124,136],"case":[126],"study":[127],"concerning":[128],"deterioration":[135],"arrhythmia":[137],"ECG":[139],"signal.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}