{"id":"https://openalex.org/W2751694008","doi":"https://doi.org/10.1109/iscc.2017.8024634","title":"How to enable clinical workflows to integrate big healthcare data","display_name":"How to enable clinical workflows to integrate big healthcare data","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2751694008","doi":"https://doi.org/10.1109/iscc.2017.8024634","mag":"2751694008"},"language":"en","primary_location":{"id":"doi:10.1109/iscc.2017.8024634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc.2017.8024634","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium on Computers and Communications (ISCC)","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/A5003856854","display_name":"Lorenzo Carnevale","orcid":"https://orcid.org/0000-0002-1349-341X"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]},{"id":"https://openalex.org/I4210162269","display_name":"Centro Neurolesi Bonino Pulejo","ror":"https://ror.org/05tzq2c96","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210162269"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo Carnevale","raw_affiliation_strings":["Department of Engineering, University of Messina, Italy","IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy","Department of Engineering, University of Messina, Italy; IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Messina, Italy","institution_ids":["https://openalex.org/I112862951"]},{"raw_affiliation_string":"IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy","institution_ids":["https://openalex.org/I4210162269"]},{"raw_affiliation_string":"Department of Engineering, University of Messina, Italy; IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy","institution_ids":["https://openalex.org/I4210162269","https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057755004","display_name":"Antonio Celesti","orcid":"https://orcid.org/0000-0001-9003-6194"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Celesti","raw_affiliation_strings":["Scientific Research Organisational Unit, University of Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scientific Research Organisational Unit, University of Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017589999","display_name":"Maria Fazio","orcid":"https://orcid.org/0000-0003-3574-1848"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Fazio","raw_affiliation_strings":["Department of Engineering, University of Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086062480","display_name":"Placido Bramanti","orcid":"https://orcid.org/0000-0003-0394-8166"},"institutions":[{"id":"https://openalex.org/I4210162269","display_name":"Centro Neurolesi Bonino Pulejo","ror":"https://ror.org/05tzq2c96","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210162269"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Placido Bramanti","raw_affiliation_strings":["IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy","IRCCS Centro Neurolesi \u201cBonino Pulejo\u201d, Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy","institution_ids":["https://openalex.org/I4210162269"]},{"raw_affiliation_string":"IRCCS Centro Neurolesi \u201cBonino Pulejo\u201d, Messina, Italy","institution_ids":["https://openalex.org/I4210162269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040374733","display_name":"Massimo Villari","orcid":"https://orcid.org/0000-0001-9457-0677"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]},{"id":"https://openalex.org/I4210162269","display_name":"Centro Neurolesi Bonino Pulejo","ror":"https://ror.org/05tzq2c96","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210162269"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Villari","raw_affiliation_strings":["Department of Engineering, University of Messina, Italy","IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy","Department of Engineering, University of Messina, Italy; IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Messina, Italy","institution_ids":["https://openalex.org/I112862951"]},{"raw_affiliation_string":"IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy","institution_ids":["https://openalex.org/I4210162269"]},{"raw_affiliation_string":"Department of Engineering, University of Messina, Italy; IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy","institution_ids":["https://openalex.org/I4210162269","https://openalex.org/I112862951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9702,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91908133,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.977400004863739,"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":0.977400004863739,"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":0.9761999845504761,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9623000025749207,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.8892062306404114},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.791123628616333},{"id":"https://openalex.org/keywords/nosql","display_name":"NoSQL","score":0.780430793762207},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7385952472686768},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7318251132965088},{"id":"https://openalex.org/keywords/panorama","display_name":"Panorama","score":0.5273295640945435},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5141921043395996},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4731750786304474},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.30334389209747314},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.24144068360328674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22747907042503357},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12190800905227661}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8892062306404114},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.791123628616333},{"id":"https://openalex.org/C2779599972","wikidata":"https://www.wikidata.org/wiki/Q82231","display_name":"NoSQL","level":3,"score":0.780430793762207},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7385952472686768},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7318251132965088},{"id":"https://openalex.org/C2780580889","wikidata":"https://www.wikidata.org/wiki/Q41363","display_name":"Panorama","level":2,"score":0.5273295640945435},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5141921043395996},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4731750786304474},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.30334389209747314},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24144068360328674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22747907042503357},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12190800905227661},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscc.2017.8024634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc.2017.8024634","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2336408404","https://openalex.org/W2483457551","https://openalex.org/W2503159863","https://openalex.org/W2547144434","https://openalex.org/W2550756263"],"related_works":["https://openalex.org/W2393825039","https://openalex.org/W2951694738","https://openalex.org/W3036977332","https://openalex.org/W2799973158","https://openalex.org/W2352220358","https://openalex.org/W2601489641","https://openalex.org/W2051913996","https://openalex.org/W1989085122","https://openalex.org/W2419153746","https://openalex.org/W3089119258"],"abstract_inverted_index":{"Nowadays,":[0],"in":[1,9,106,132],"order":[2],"to":[3,21,54,75,87,113],"enable":[4],"future":[5],"medical":[6,44,85],"decision":[7],"making,":[8],"the":[10,15,38,59,77,120,127],"healthcare":[11],"panorama":[12],"there":[13],"is":[14,111],"need":[16],"of":[17,50,79,119,129,134],"efficient":[18],"Cloud-systems":[19],"able":[20,74],"acquire":[22],"and":[23,100,137],"integrate":[24],"Big":[25,80],"e-health":[26,81],"Data,":[27],"coming":[28,83],"from":[29,84],"heterogeneous":[30],"sources,":[31],"through":[32],"smart":[33],"clinical":[34,72,109],"workflows.":[35],"Indeed,":[36],"during":[37],"treatment":[39],"at":[40],"hospital,":[41],"patients":[42],"use":[43,104],"devices":[45,86],"generating":[46],"a":[47,88,102,108],"huge":[48],"amount":[49],"data":[51,135],"that":[52],"have":[53],"be":[55],"automatically":[56],"stored":[57],"into":[58],"Cloud":[60,89],"storage":[61,91],"system.":[62,92],"In":[63],"this":[64],"paper,":[65],"we":[66,97],"specifically":[67],"discuss":[68],"an":[69],"automated":[70],"Machine-To-Machine":[71],"workflow":[73,110],"manage":[76,114],"migration":[78],"Data":[82],"NoSQL":[90],"To":[93],"validate":[94],"our":[95,130],"solution,":[96],"also":[98],"present":[99],"test":[101],"real":[103],"case":[105],"which":[107],"considered":[112],"big":[115],"robotic":[116],"rehabilitation":[117],"datasets":[118],"IRCCS":[121],"Messina":[122],"(Italy)":[123],"Institute.":[124],"Experiments":[125],"prove":[126],"goodness":[128],"approach":[131],"terms":[133],"acquisition":[136],"integration.":[138]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}