{"id":"https://openalex.org/W2515648930","doi":"https://doi.org/10.18293/seke2016-048","title":"Improving Accuracy of Patient Synthetic Data for Testing Medical Cyber-Physical Systems","display_name":"Improving Accuracy of Patient Synthetic Data for Testing Medical Cyber-Physical Systems","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2515648930","doi":"https://doi.org/10.18293/seke2016-048","mag":"2515648930"},"language":"en","primary_location":{"id":"doi:10.18293/seke2016-048","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2016-048","pdf_url":"https://doi.org/10.18293/seke2016-048","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.18293/seke2016-048","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009452540","display_name":"Leonardo Maciel dos Santos","orcid":"https://orcid.org/0009-0005-9166-8325"},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Leonardo Da Costa Santos","raw_affiliation_strings":["Federal University of Campina Grande, Campina Grande, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Campina Grande, Campina Grande, Brazil","institution_ids":["https://openalex.org/I41455075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001834945","display_name":"Lenardo Chaves e Silva","orcid":"https://orcid.org/0000-0002-4509-8270"},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lenardo Chaves E Silva","raw_affiliation_strings":["Federal University of Campina Grande, Campina Grande, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Campina Grande, Campina Grande, Brazil","institution_ids":["https://openalex.org/I41455075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111317803","display_name":"Ana Luisa Medeiros","orcid":null},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana Luisa Medeiros","raw_affiliation_strings":["Federal University of Campina Grande, Campina Grande, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Campina Grande, Campina Grande, Brazil","institution_ids":["https://openalex.org/I41455075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012728787","display_name":"Hyggo Almeida","orcid":"https://orcid.org/0000-0002-2808-8169"},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Hyggo Oliveira de Almeida","raw_affiliation_strings":["Federal University of Campina Grande, Campina Grande, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Campina Grande, Campina Grande, Brazil","institution_ids":["https://openalex.org/I41455075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012283902","display_name":"\u00c2ngelo Perkusich","orcid":"https://orcid.org/0000-0002-7377-1258"},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Angelo Perkusich","raw_affiliation_strings":["Federal University of Campina Grande, Campina Grande, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Campina Grande, Campina Grande, Brazil","institution_ids":["https://openalex.org/I41455075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009452540"],"corresponding_institution_ids":["https://openalex.org/I41455075"],"apc_list":null,"apc_paid":null,"fwci":0.4285,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78762604,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2016","issue":null,"first_page":"414","last_page":"419"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9768000245094299,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9768000245094299,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9519000053405762,"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/T13283","display_name":"Mental Health Research Topics","score":0.9452999830245972,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6677113771438599},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5080006718635559},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.5036036372184753},{"id":"https://openalex.org/keywords/quality-assurance","display_name":"Quality assurance","score":0.4738519489765167},{"id":"https://openalex.org/keywords/regression-testing","display_name":"Regression testing","score":0.43067410588264465},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3899972438812256},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3874053657054901},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3542258143424988},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1629347801208496},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.08755424618721008}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6677113771438599},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5080006718635559},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.5036036372184753},{"id":"https://openalex.org/C106436119","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assurance","level":3,"score":0.4738519489765167},{"id":"https://openalex.org/C161821725","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Regression testing","level":5,"score":0.43067410588264465},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3899972438812256},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3874053657054901},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3542258143424988},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1629347801208496},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.08755424618721008},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0},{"id":"https://openalex.org/C2778618615","wikidata":"https://www.wikidata.org/wiki/Q4008393","display_name":"External quality assessment","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18293/seke2016-048","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2016-048","pdf_url":"https://doi.org/10.18293/seke2016-048","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18293/seke2016-048","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2016-048","pdf_url":"https://doi.org/10.18293/seke2016-048","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2515648930.pdf","grobid_xml":"https://content.openalex.org/works/W2515648930.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W33773924","https://openalex.org/W197220479","https://openalex.org/W1181651069","https://openalex.org/W1519519016","https://openalex.org/W1543298386","https://openalex.org/W1588199800","https://openalex.org/W1656898673","https://openalex.org/W1994612927","https://openalex.org/W2047371182","https://openalex.org/W2057002261","https://openalex.org/W2076273683","https://openalex.org/W2101079350","https://openalex.org/W2125199656","https://openalex.org/W2143954917","https://openalex.org/W2148628210","https://openalex.org/W2154197756","https://openalex.org/W2156121263","https://openalex.org/W2189592079","https://openalex.org/W2288605373","https://openalex.org/W2314570986","https://openalex.org/W2520432709","https://openalex.org/W2544900218","https://openalex.org/W2805083613","https://openalex.org/W2897297316","https://openalex.org/W2994774008","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3004173571","https://openalex.org/W2546638913","https://openalex.org/W2209816623","https://openalex.org/W2968885840","https://openalex.org/W11269544","https://openalex.org/W4389096689","https://openalex.org/W3135700974","https://openalex.org/W4313307484","https://openalex.org/W2791379413","https://openalex.org/W2086962923"],"abstract_inverted_index":{"Medical":[0],"Cyber-Physical":[1],"Systems":[2],"(MCPS)":[3],"integrate":[4],"the":[5,53,99,110,113],"cyber":[6],"space":[7],"and":[8,45],"physical":[9],"world":[10],"elements":[11],"for":[12,15,70,77],"promoting":[13],"support":[14],"health":[16],"assurance":[17],"activities.":[18],"MCPS":[19,38,79],"are":[20,50],"life-critical":[21],"systems,":[22],"demanding":[23],"a":[24,60,68],"strong":[25],"engineering":[26],"effort":[27],"to":[28,91],"guarantee":[29],"safety,":[30],"what":[31],"directly":[32],"impacts":[33],"on":[34,81],"testing":[35,78],"process.":[36],"Testing":[37],"using":[39],"real":[40],"patients":[41],"is":[42],"very":[43],"expensive":[44],"complex,":[46],"since":[47],"their":[48,118],"lives":[49],"involved.":[51],"Thus,":[52],"use":[54,85],"of":[55,73,95,112],"patient":[56,74],"synthetic":[57,75],"data":[58,76],"becomes":[59],"promising":[61],"approach.":[62],"In":[63],"this":[64],"paper":[65],"we":[66,105],"propose":[67],"model":[69],"improving":[71,98],"accuracy":[72],"based":[80],"regression":[82,114],"models.":[83],"We":[84],"an":[86],"existing":[87],"Patient":[88],"Baseline":[89],"Model":[90],"generate":[92],"vital":[93],"signs":[94],"patients,":[96],"but":[97],"statistical":[100],"analysis.":[101],"Using":[102],"our":[103],"approach":[104],"increased":[106],"in":[107],"about":[108],"73.9%":[109],"quality":[111],"models":[115],"and,":[116],"consequently,":[117],"accuracies.":[119]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}