{"id":"https://openalex.org/W4389950055","doi":"https://doi.org/10.1007/s10723-023-09709-3","title":"Markovian with Federated Deep Recurrent Neural Network for Edge\u2014IoMT to Improve Healthcare in Smart Cities","display_name":"Markovian with Federated Deep Recurrent Neural Network for Edge\u2014IoMT to Improve Healthcare in Smart Cities","publication_year":2023,"publication_date":"2023-12-19","ids":{"openalex":"https://openalex.org/W4389950055","doi":"https://doi.org/10.1007/s10723-023-09709-3"},"language":"en","primary_location":{"id":"doi:10.1007/s10723-023-09709-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10723-023-09709-3","pdf_url":null,"source":{"id":"https://openalex.org/S140218187","display_name":"Journal of Grid Computing","issn_l":"1570-7873","issn":["1570-7873","1572-9184"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Grid Computing","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":null,"display_name":"Yuliang Gai","orcid":null},"institutions":[{"id":"https://openalex.org/I179324530","display_name":"Jilin University of Finance and Economics","ror":"https://ror.org/04az9eh24","country_code":"CN","type":"education","lineage":["https://openalex.org/I179324530"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuliang Gai","raw_affiliation_strings":["School of International, Jilin University of Finance and Economics, Changchun, 130117, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of International, Jilin University of Finance and Economics, Changchun, 130117, Jilin, China","institution_ids":["https://openalex.org/I179324530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015818992","display_name":"Yuxin Liu","orcid":"https://orcid.org/0000-0001-9384-3485"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yuxin Liu","raw_affiliation_strings":["School of Computer Science, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100330245","display_name":"Minghao Li","orcid":"https://orcid.org/0000-0001-7474-8116"},"institutions":[{"id":"https://openalex.org/I4210146008","display_name":"First Bethune Hospital of Jilin University","ror":"https://ror.org/051c4bd82","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210146008"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghao Li","raw_affiliation_strings":["The Third Bethune School of Clinical Medicine, Jilin University, Changchun, 130021, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Third Bethune School of Clinical Medicine, Jilin University, Changchun, 130021, Jilin, China","institution_ids":["https://openalex.org/I4210146008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074754097","display_name":"Shengcheng Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I179324530","display_name":"Jilin University of Finance and Economics","ror":"https://ror.org/04az9eh24","country_code":"CN","type":"education","lineage":["https://openalex.org/I179324530"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengcheng Yang","raw_affiliation_strings":["School of International Economics and Trade, Jilin University of Finance and Economics, Changchun, 130117, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of International Economics and Trade, Jilin University of Finance and Economics, Changchun, 130117, Jilin, China","institution_ids":["https://openalex.org/I179324530"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I179324530"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":1.0661,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.77248088,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"22","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9896000027656555,"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":0.9896000027656555,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.975600004196167,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8208050727844238},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6033006906509399},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5945754051208496},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.46306532621383667},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.45556190609931946},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4515324532985687},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42284417152404785},{"id":"https://openalex.org/keywords/fog-computing","display_name":"Fog computing","score":0.41599756479263306},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4031211733818054},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.3571494519710541},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3564293682575226},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33273375034332275},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.24131163954734802},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.17345505952835083},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09180241823196411}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8208050727844238},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6033006906509399},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5945754051208496},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.46306532621383667},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.45556190609931946},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4515324532985687},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42284417152404785},{"id":"https://openalex.org/C2986652147","wikidata":"https://www.wikidata.org/wiki/Q21809931","display_name":"Fog computing","level":3,"score":0.41599756479263306},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4031211733818054},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.3571494519710541},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3564293682575226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33273375034332275},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24131163954734802},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.17345505952835083},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09180241823196411},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10723-023-09709-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10723-023-09709-3","pdf_url":null,"source":{"id":"https://openalex.org/S140218187","display_name":"Journal of Grid Computing","issn_l":"1570-7873","issn":["1570-7873","1572-9184"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Grid Computing","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":39,"referenced_works":["https://openalex.org/W2740234477","https://openalex.org/W2906700374","https://openalex.org/W3004122363","https://openalex.org/W3008314309","https://openalex.org/W3010723141","https://openalex.org/W3031436417","https://openalex.org/W3038859893","https://openalex.org/W3042491499","https://openalex.org/W3090782265","https://openalex.org/W3122335539","https://openalex.org/W3132230373","https://openalex.org/W3133821136","https://openalex.org/W3149694583","https://openalex.org/W3151820952","https://openalex.org/W3163468860","https://openalex.org/W3168829393","https://openalex.org/W3195680250","https://openalex.org/W3205842307","https://openalex.org/W4206492768","https://openalex.org/W4206648835","https://openalex.org/W4210838854","https://openalex.org/W4213304546","https://openalex.org/W4214810707","https://openalex.org/W4225627407","https://openalex.org/W4225674167","https://openalex.org/W4281716507","https://openalex.org/W4285118104","https://openalex.org/W4285220735","https://openalex.org/W4285494545","https://openalex.org/W4286367840","https://openalex.org/W4291278543","https://openalex.org/W4293056469","https://openalex.org/W4308997479","https://openalex.org/W4313479160","https://openalex.org/W4322623079","https://openalex.org/W4328007710","https://openalex.org/W4365801669","https://openalex.org/W4382600597","https://openalex.org/W4384820024"],"related_works":["https://openalex.org/W2885657717","https://openalex.org/W2892869641","https://openalex.org/W4322761281","https://openalex.org/W4285553818","https://openalex.org/W4238233472","https://openalex.org/W4328007012","https://openalex.org/W4293054626","https://openalex.org/W2942586735","https://openalex.org/W4214499119","https://openalex.org/W2894001169"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}