{"id":"https://openalex.org/W4296935305","doi":"https://doi.org/10.1186/s13677-022-00324-3","title":"Efficient and scalable patients clustering based on medical big data in cloud platform","display_name":"Efficient and scalable patients clustering based on medical big data in cloud platform","publication_year":2022,"publication_date":"2022-09-24","ids":{"openalex":"https://openalex.org/W4296935305","doi":"https://doi.org/10.1186/s13677-022-00324-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/36188195"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-022-00324-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00324-3","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00324-3","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00324-3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011454815","display_name":"Yongsheng Zhou","orcid":"https://orcid.org/0000-0001-7261-7606"},"institutions":[{"id":"https://openalex.org/I102786147","display_name":"Dongseo University","ror":"https://ror.org/00wygsf57","country_code":"KR","type":"education","lineage":["https://openalex.org/I102786147"]},{"id":"https://openalex.org/I4210136047","display_name":"Weifang University of Science and Technology","ror":"https://ror.org/04ha2bb10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136047"]}],"countries":["CN","KR"],"is_corresponding":false,"raw_author_name":"Yongsheng Zhou","raw_affiliation_strings":["Dongseo University Graduate School of Design, Busan, South Korea","Shandong Provincial University Laboratory for Protected Horticulture, School of Art and Design, Weifang University of Science and Technology, Weifang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dongseo University Graduate School of Design, Busan, South Korea","institution_ids":["https://openalex.org/I102786147"]},{"raw_affiliation_string":"Shandong Provincial University Laboratory for Protected Horticulture, School of Art and Design, Weifang University of Science and Technology, Weifang, China","institution_ids":["https://openalex.org/I4210136047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090943805","display_name":"Majid Ghani Varzaneh","orcid":"https://orcid.org/0000-0002-2693-320X"},"institutions":[{"id":"https://openalex.org/I204490172","display_name":"Shiraz University of Technology","ror":"https://ror.org/04bxa3v83","country_code":"IR","type":"education","lineage":["https://openalex.org/I204490172"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Majid Ghani Varzaneh","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Shiraz University of Technology, Shiraz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Shiraz University of Technology, Shiraz, Iran","institution_ids":["https://openalex.org/I204490172"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5090943805"],"corresponding_institution_ids":["https://openalex.org/I204490172"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":0.8323,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77907536,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"11","issue":"1","first_page":"49","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9818000197410583,"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":0.9769999980926514,"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/cloud-computing","display_name":"Cloud computing","score":0.8584855198860168},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.823186457157135},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7760515213012695},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.774681568145752},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6889488697052002},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.5526576042175293},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5386037826538086},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4709932208061218},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.4639750123023987},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4626496732234955},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41350793838500977},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41309261322021484},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37987250089645386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2205694615840912},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.21128219366073608},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07742121815681458}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8584855198860168},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.823186457157135},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7760515213012695},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.774681568145752},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6889488697052002},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.5526576042175293},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5386037826538086},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4709932208061218},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4639750123023987},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4626496732234955},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41350793838500977},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41309261322021484},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37987250089645386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2205694615840912},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.21128219366073608},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07742121815681458},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1186/s13677-022-00324-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00324-3","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00324-3","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmid:36188195","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36188195","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":"Journal of cloud computing (Heidelberg, Germany)","raw_type":null},{"id":"pmh:oai:doaj.org/article:4ff108ebc7464c4bb38f0c96a847b6a5","is_oa":true,"landing_page_url":"https://doaj.org/article/4ff108ebc7464c4bb38f0c96a847b6a5","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":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 11, Iss 1, Pp 1-10 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9510253","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9510253","pdf_url":null,"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":"J Cloud Comput (Heidelb)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s13677-022-00324-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00324-3","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00324-3","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.699999988079071,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4296935305.pdf","grobid_xml":"https://content.openalex.org/works/W4296935305.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W2102100462","https://openalex.org/W2526910689","https://openalex.org/W2763314014","https://openalex.org/W2784920964","https://openalex.org/W2800806089","https://openalex.org/W2921410104","https://openalex.org/W2982407593","https://openalex.org/W2991178537","https://openalex.org/W3004538674","https://openalex.org/W3015392399","https://openalex.org/W3015844042","https://openalex.org/W3017174021","https://openalex.org/W3022522270","https://openalex.org/W3024836211","https://openalex.org/W3027067201","https://openalex.org/W3039635909","https://openalex.org/W3045931268","https://openalex.org/W3047418787","https://openalex.org/W3082845510","https://openalex.org/W3092311181","https://openalex.org/W3094158180","https://openalex.org/W3101047706","https://openalex.org/W3107860589","https://openalex.org/W3117754898","https://openalex.org/W3126486982","https://openalex.org/W3127131099","https://openalex.org/W3128060123","https://openalex.org/W3128667667","https://openalex.org/W3129060894","https://openalex.org/W3132919111","https://openalex.org/W3136728831","https://openalex.org/W3139209346","https://openalex.org/W3157328277","https://openalex.org/W3158590963","https://openalex.org/W3159562992","https://openalex.org/W3164675724","https://openalex.org/W3196688540","https://openalex.org/W3197875103","https://openalex.org/W3198409653","https://openalex.org/W3202042877","https://openalex.org/W3202603867","https://openalex.org/W3203878971","https://openalex.org/W3204560711","https://openalex.org/W3212267002","https://openalex.org/W3217748719","https://openalex.org/W4205526478","https://openalex.org/W4206450891","https://openalex.org/W4206731724","https://openalex.org/W4206790491","https://openalex.org/W4206817004","https://openalex.org/W4211150120","https://openalex.org/W4220799465","https://openalex.org/W4220951298","https://openalex.org/W4225533094","https://openalex.org/W4225586447","https://openalex.org/W4226486666","https://openalex.org/W4235253654","https://openalex.org/W4281638036","https://openalex.org/W4281731250","https://openalex.org/W4289533944","https://openalex.org/W4293581259","https://openalex.org/W4293916805","https://openalex.org/W4311322265"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W2952704802","https://openalex.org/W4294565801","https://openalex.org/W2142306706","https://openalex.org/W2477036161","https://openalex.org/W308652608"],"abstract_inverted_index":{"With":[0],"the":[1,9,18,28,41,63,72,113,141,164],"outbreak":[2],"and":[3,25,38,53,59,95,100,124],"popularity":[4],"of":[5,11,30,40,44,51,62,66,75,78,115,144,150,166],"COVID-19":[6],"pandemic":[7],"worldwide,":[8],"volume":[10,74],"patients":[12,45,79],"is":[13,106,132],"increasing":[14],"rapidly":[15],"all":[16],"over":[17],"world,":[19],"which":[20],"brings":[21],"a":[22,47,98,108,121,148],"big":[23,73],"risk":[24],"challenge":[26],"for":[27,56,92],"maintenance":[29],"public":[31],"healthcare.":[32],"In":[33],"this":[34,119,135],"situation,":[35],"quick":[36],"integration":[37],"analysis":[39,96],"medical":[42,76],"records":[43],"in":[46,81,97,103,129,134,158],"cloud":[48,104,130],"platform":[49,105,131],"are":[50],"positive":[52],"valuable":[54],"significance":[55],"accurate":[57],"recognition":[58],"scientific":[60],"diagnosis":[61],"healthy":[64],"conditions":[65],"potential":[67],"patients.":[68],"However,":[69],"due":[70],"to":[71,88],"data":[77,91],"distributed":[80],"different":[82],"platforms":[83],"(e.g.,":[84],"multiple":[85],"hospitals),":[86],"how":[87],"integrate":[89],"these":[90],"patient":[93,126],"clustering":[94,127],"time-efficient":[99],"scalable":[101,123],"manner":[102],"still":[107],"challenging":[109],"task,":[110],"while":[111],"guaranteeing":[112],"capability":[114],"privacy-preservation.":[116],"Motivated":[117],"by":[118],"fact,":[120],"time-efficient,":[122],"privacy-guaranteed":[125],"method":[128,146],"proposed":[133],"work.":[136],"At":[137],"last,":[138],"we":[139],"demonstrate":[140],"competitive":[142,156],"advantages":[143],"our":[145,167],"via":[147],"set":[149],"simulated":[151],"experiments.":[152],"Experiment":[153],"results":[154],"with":[155],"methods":[157],"current":[159],"research":[160],"literatures":[161],"have":[162],"proved":[163],"feasibility":[165],"proposal.":[168]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
