{"id":"https://openalex.org/W2796802878","doi":"https://doi.org/10.1109/mcom.2018.1700788","title":"5G-Smart Diabetes: Toward Personalized Diabetes Diagnosis with Healthcare Big Data Clouds","display_name":"5G-Smart Diabetes: Toward Personalized Diabetes Diagnosis with Healthcare Big Data Clouds","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2796802878","doi":"https://doi.org/10.1109/mcom.2018.1700788","mag":"2796802878"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.2018.1700788","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.2018.1700788","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","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/A5100337209","display_name":"Min Chen","orcid":"https://orcid.org/0000-0002-0960-4447"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Chen","raw_affiliation_strings":["Huazhong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458447","display_name":"Jun Yang","orcid":"https://orcid.org/0000-0003-1921-7915"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Yang","raw_affiliation_strings":["Huazhong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072694505","display_name":"Jiehan Zhou","orcid":"https://orcid.org/0000-0002-4026-1649"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jiehan Zhou","raw_affiliation_strings":["University of Oulu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040872496","display_name":"Yixue Hao","orcid":"https://orcid.org/0000-0001-7296-2522"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixue Hao","raw_affiliation_strings":["Huazhong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100345458","display_name":"Jing Zhang","orcid":"https://orcid.org/0000-0003-0328-3600"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Zhang","raw_affiliation_strings":["Huazhong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045403869","display_name":"Chan\u2010Hyun Youn","orcid":"https://orcid.org/0000-0002-3970-7308"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chan-Hyun Youn","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":52.3792,"has_fulltext":false,"cited_by_count":266,"citation_normalized_percentile":{"value":0.99884288,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"56","issue":"4","first_page":"16","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9987999796867371,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9900000095367432,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9690999984741211,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8023399114608765},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7183161973953247},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.5943643450737},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5854002237319946},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5766213536262512},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5604870915412903},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4803229868412018},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.44908517599105835},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39344263076782227},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19867762923240662},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1807049810886383},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1442161500453949},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10753872990608215}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8023399114608765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7183161973953247},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.5943643450737},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5854002237319946},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5766213536262512},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5604870915412903},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4803229868412018},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.44908517599105835},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39344263076782227},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19867762923240662},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1807049810886383},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1442161500453949},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10753872990608215},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0},{"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/mcom.2018.1700788","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.2018.1700788","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1127714344","https://openalex.org/W1579760457","https://openalex.org/W2014057135","https://openalex.org/W2323929895","https://openalex.org/W2498262529","https://openalex.org/W2500334081","https://openalex.org/W2524898498","https://openalex.org/W2576857800","https://openalex.org/W2610135452","https://openalex.org/W2625663702","https://openalex.org/W2742349112","https://openalex.org/W2762123977","https://openalex.org/W2894310146"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2095299560","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459","https://openalex.org/W3083225868"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,26,89],"wireless":[3],"networking":[4,92],"and":[5,17,29,36,43,49,66,83,93,104,133,140,154,174,190],"big":[6,14,134,175],"data":[7,15,135,151,156,176],"technologies,":[8],"such":[9,127],"as":[10,128],"5G":[11],"networks,":[12],"medical":[13],"analytics,":[16],"the":[18,34,47,64,118,124,150],"Internet":[19],"of":[20,38,68,91],"Things,":[21],"along":[22],"with":[23,109],"recent":[24],"developments":[25],"wearable":[27,129],"computing":[28],"artificial":[30],"intelligence,":[31],"are":[32],"enabling":[33],"development":[35],"implementation":[37],"innovative":[39],"diabetes":[40,54,106],"monitoring":[41],"systems":[42],"applications.":[44],"Due":[45],"to":[46,59,99,136,193],"life-long":[48],"systematic":[50],"harm":[51],"suffered":[52],"by":[53],"patients,":[55],"it":[56],"is":[57,98],"critical":[58],"design":[60,100],"effective":[61],"methods":[62,79],"for":[63,142,159],"diagnosis":[65,107,189],"treatment":[67,191],"diabetes.":[69,146],"Based":[70],"on":[71],"our":[72,96,183],"comprehensive":[73,138],"investigation,":[74],"this":[75,113],"article":[76],"classifies":[77],"those":[78],"into":[80],"Diabetes":[81,84,120,167],"1.0":[82],"2.0,":[85,130],"which":[86,122],"exhibit":[87],"deficiencies":[88],"terms":[90],"intelligence.":[94],"Thus,":[95],"goal":[97],"a":[101,165],"sustainable,":[102],"cost-effective,":[103],"intelligent":[105],"solution":[108],"personalized":[110,155,188],"treatment.":[111],"In":[112],"article,":[114],"we":[115,148,163],"first":[116],"propose":[117],"5G-Smart":[119,160,166],"system,":[121],"combines":[123],"state-of-the-art":[125],"technologies":[126],"machine":[131],"learning,":[132],"generate":[137],"sensing":[139],"analysis":[141,157],"patients":[143],"suffering":[144],"from":[145],"Then":[147],"present":[149],"sharing":[152],"mechanism":[153],"model":[158],"Diabetes.":[161],"Finally,":[162],"build":[164],"testbed":[168],"that":[169,182],"includes":[170],"smart":[171],"clothing,":[172],"smartphone,":[173],"clouds.":[177],"The":[178],"experimental":[179],"results":[180],"show":[181],"system":[184],"can":[185],"effectively":[186],"provide":[187],"suggestions":[192],"patients.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":41},{"year":2022,"cited_by_count":53},{"year":2021,"cited_by_count":40},{"year":2020,"cited_by_count":37},{"year":2019,"cited_by_count":30},{"year":2018,"cited_by_count":19},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-10-10T00:00:00"}