{"id":"https://openalex.org/W2917797872","doi":"https://doi.org/10.1109/jiot.2018.2870068","title":"IoT-Based Smart Edge for Global Health: Remote Monitoring With Severity Detection and Alerts Transmission","display_name":"IoT-Based Smart Edge for Global Health: Remote Monitoring With Severity Detection and Alerts Transmission","publication_year":2018,"publication_date":"2018-09-13","ids":{"openalex":"https://openalex.org/W2917797872","doi":"https://doi.org/10.1109/jiot.2018.2870068","mag":"2917797872"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2018.2870068","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2870068","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-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/A5004422698","display_name":"Rahul Krishnan Pathinarupothi","orcid":"https://orcid.org/0000-0002-0435-6085"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rahul Krishnan Pathinarupothi","raw_affiliation_strings":["Amrita Center for Wireless Networks and Applications, Amrita School of Engineering, Amrita Vishwa Vidyapeetham (Amritapuri Campus), Kollam, India"],"raw_orcid":"https://orcid.org/0000-0002-0435-6085","affiliations":[{"raw_affiliation_string":"Amrita Center for Wireless Networks and Applications, Amrita School of Engineering, Amrita Vishwa Vidyapeetham (Amritapuri Campus), Kollam, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023274424","display_name":"P. Durga","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P Durga","raw_affiliation_strings":["Amrita Center for Wireless Networks and Applications, Amrita School of Engineering, Amrita Vishwa Vidyapeetham (Amritapuri Campus), Kollam, India"],"raw_orcid":"https://orcid.org/0000-0001-7143-3813","affiliations":[{"raw_affiliation_string":"Amrita Center for Wireless Networks and Applications, Amrita School of Engineering, Amrita Vishwa Vidyapeetham (Amritapuri Campus), Kollam, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039391391","display_name":"Ekanath Rangan","orcid":"https://orcid.org/0000-0001-5168-3508"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ekanath Srihari Rangan","raw_affiliation_strings":["School of Medicine, Amrita Vishwa Vidyapeetham (Cochin Campus), Kochi, India"],"raw_orcid":"https://orcid.org/0000-0001-5168-3508","affiliations":[{"raw_affiliation_string":"School of Medicine, Amrita Vishwa Vidyapeetham (Cochin Campus), Kochi, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5004422698"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":9.2494,"has_fulltext":false,"cited_by_count":206,"citation_normalized_percentile":{"value":0.98683037,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"6","issue":"2","first_page":"2449","last_page":"2462"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9904000163078308,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9886999726295471,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7708727121353149},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5608502626419067},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.542214035987854},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.45232850313186646},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.44457536935806274},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4198135733604431},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.4170607030391693},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2617343068122864},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17406201362609863},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14902707934379578}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7708727121353149},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5608502626419067},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.542214035987854},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.45232850313186646},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.44457536935806274},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4198135733604431},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.4170607030391693},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2617343068122864},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17406201362609863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14902707934379578},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2018.2870068","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2870068","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G7380076897","display_name":null,"funder_award_id":"IDP/MED/10/2015","funder_id":"https://openalex.org/F4320320719","funder_display_name":"Department of Science and Technology, Ministry of Science and Technology, India"}],"funders":[{"id":"https://openalex.org/F4320320719","display_name":"Department of Science and Technology, Ministry of Science and Technology, India","ror":"https://ror.org/0101xrq71"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1530181845","https://openalex.org/W1988925670","https://openalex.org/W1997672695","https://openalex.org/W2001741247","https://openalex.org/W2003245308","https://openalex.org/W2021067860","https://openalex.org/W2025206702","https://openalex.org/W2034004212","https://openalex.org/W2117141700","https://openalex.org/W2123339414","https://openalex.org/W2143516309","https://openalex.org/W2162800060","https://openalex.org/W2169713586","https://openalex.org/W2220382137","https://openalex.org/W2284481358","https://openalex.org/W2541133059","https://openalex.org/W2565439819","https://openalex.org/W2586544099","https://openalex.org/W2587967768","https://openalex.org/W2601746789","https://openalex.org/W2606052344","https://openalex.org/W2620678361","https://openalex.org/W2739977669","https://openalex.org/W2754141248","https://openalex.org/W2755046666","https://openalex.org/W2779725468","https://openalex.org/W2780829171","https://openalex.org/W2799063516","https://openalex.org/W2809944691","https://openalex.org/W6695860505"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4386004629","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Global":[0],"health":[1,41,52,102],"which":[2,23,55,82],"denotes":[3],"equitable":[4],"access":[5],"to":[6,132,241],"healthcare,":[7],"particularly":[8],"in":[9,54,86,175,203,225],"remote-rural-developing":[10],"regions,":[11],"is":[12,32,34,172,255],"characterized":[13],"by":[14,187,247],"unique":[15],"challenges":[16],"of":[17,25,37,81,123,127,139,155,182,222,229,245],"affordability,":[18],"accessibility,":[19],"and":[20,74,129,135,152,180,194,207],"availability":[21,244],"for":[22,50,70,214,263],"one":[24],"the":[26,35,87,133,143,168,204,220,226,243,261],"most":[27],"promising":[28],"technological":[29],"interventions":[30],"that":[31,167,235],"emerging":[33,215],"Internet":[36],"Things":[38],"(IoT)-based":[39],"remote":[40,51,176],"monitoring.":[42],"We":[43,145],"present":[44],"an":[45,110],"IoT-based":[46],"smart":[47,89,116,157,170,238,252],"edge":[48,117,158,171,239,253],"system":[49,224,254],"monitoring,":[53,177],"wearable":[56],"vital":[57],"sensors":[58],"transmit":[59],"data":[60,95],"into":[61,96],"two":[62],"novel":[63],"software":[64],"engines,":[65],"namely":[66],"rapid":[67,124],"active":[68],"summarization":[69],"effective":[71,174],"prognosis":[72],"(RASPRO)":[73],"criticality":[75,112],"measure":[76],"index":[77],"(CMI)":[78],"alerts,":[79],"both":[80,149],"we":[83,233],"have":[84,146],"implemented":[85],"IoT":[88,115,169,217,237,251],"edge.":[90],"RASPRO":[91],"transforms":[92],"voluminous":[93],"sensor":[94],"clinically":[97],"meaningful":[98],"summaries":[99],"called":[100],"personalized":[101],"motifs":[103],"(PHMs).":[104],"The":[105,160],"CMI":[106],"alerts":[107,128],"engine":[108],"computes":[109],"aggregate":[111],"score.":[113],"Our":[114],"employs":[118],"a":[119,256],"risk-stratified":[120],"protocol":[121],"consisting":[122],"guaranteed":[125],"push":[126],"PHMs":[130],"directly":[131],"physicians,":[134],"best":[136],"effort":[137],"pull":[138],"detailed":[140],"data-on-demand":[141],"through":[142],"cloud.":[144],"carried":[147],"out":[148],"clinical":[150,161],"validation":[151,162],"performance":[153,198],"evaluation":[154,199],"our":[156,223,230,236,250],"system.":[159],"on":[163],"183":[164],"patients":[165],"demonstrated":[166],"highly":[173],"advance":[178],"warning":[179],"detection":[181],"cardiac":[183],"conditions,":[184],"as":[185],"quantified":[186],"three":[188],"measures,":[189],"precision":[190],"(0.87),":[191],"recall":[192],"(0.83),":[193],"F1-score":[195],"(0.85).":[196],"Furthermore,":[197],"showed":[200],"significant":[201,257],"reductions":[202],"bandwidth":[205],"(98%)":[206],"energy":[208],"(90%),":[209],"thereby":[210],"making":[211],"it":[212],"suitable":[213],"narrow-band":[216],"networks.":[218],"In":[219],"deployment":[221],"cardiology":[227],"institute":[228],"University":[231],"hospital,":[232],"observed":[234],"helped":[240],"increase":[242],"physicians":[246],"59%.":[248],"Hence,":[249],"step":[258],"toward":[259],"addressing":[260],"requirements":[262],"global":[264],"health.":[265]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":36},{"year":2022,"cited_by_count":41},{"year":2021,"cited_by_count":43},{"year":2020,"cited_by_count":26},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}