{"id":"https://openalex.org/W4200216255","doi":"https://doi.org/10.1109/embc46164.2021.9629797","title":"A New Decision Support System for Type 1 Diabetes Management","display_name":"A New Decision Support System for Type 1 Diabetes Management","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W4200216255","doi":"https://doi.org/10.1109/embc46164.2021.9629797","pmid":"https://pubmed.ncbi.nlm.nih.gov/34891678"},"language":"en","primary_location":{"id":"doi:10.1109/embc46164.2021.9629797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9629797","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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":"Giacomo Cappon","orcid":null},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giacomo Cappon","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padova, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Giulia Noaro","orcid":null},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giulia Noaro","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padova, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nunzio Camerlingo","orcid":null},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nunzio Camerlingo","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padova, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Luca Cossu","orcid":null},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Cossu","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padova, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Giovanni Sparacino","orcid":null},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Sparacino","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padova, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"last","author":{"id":null,"display_name":"Andrea Facchinetti","orcid":null},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Facchinetti","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padova, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I138689650"],"apc_list":null,"apc_paid":null,"fwci":0.9953,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6509434,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"44","issue":null,"first_page":"1993","last_page":"1996"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.8209999799728394,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.8209999799728394,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.029600000008940697,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/T10793","display_name":"Diabetes Management and Education","score":0.015599999576807022,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/decision-support-system","display_name":"Decision support system","score":0.6621999740600586},{"id":"https://openalex.org/keywords/type-1-diabetes","display_name":"Type 1 diabetes","score":0.5716000199317932},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5077999830245972},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.45350000262260437},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.45170000195503235},{"id":"https://openalex.org/keywords/diabetes-management","display_name":"Diabetes management","score":0.4025999903678894},{"id":"https://openalex.org/keywords/insulin-pump","display_name":"Insulin pump","score":0.39640000462532043},{"id":"https://openalex.org/keywords/continuous-glucose-monitoring","display_name":"Continuous glucose monitoring","score":0.34450000524520874},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.3292999863624573}],"concepts":[{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.6621999740600586},{"id":"https://openalex.org/C2781232474","wikidata":"https://www.wikidata.org/wiki/Q124407","display_name":"Type 1 diabetes","level":3,"score":0.5716000199317932},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5077999830245972},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.47679999470710754},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.45820000767707825},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45649999380111694},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.45350000262260437},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.45170000195503235},{"id":"https://openalex.org/C2776217022","wikidata":"https://www.wikidata.org/wiki/Q1100933","display_name":"Diabetes management","level":4,"score":0.4025999903678894},{"id":"https://openalex.org/C2779794567","wikidata":"https://www.wikidata.org/wiki/Q941674","display_name":"Insulin pump","level":4,"score":0.39640000462532043},{"id":"https://openalex.org/C2986379492","wikidata":"https://www.wikidata.org/wiki/Q1638492","display_name":"Continuous glucose monitoring","level":4,"score":0.34450000524520874},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.3292999863624573},{"id":"https://openalex.org/C70818257","wikidata":"https://www.wikidata.org/wiki/Q502671","display_name":"Metabolic control analysis","level":3,"score":0.32330000400543213},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.31470000743865967},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.31299999356269836},{"id":"https://openalex.org/C2987335383","wikidata":"https://www.wikidata.org/wiki/Q878048","display_name":"Cloud server","level":3,"score":0.30239999294281006},{"id":"https://openalex.org/C202645933","wikidata":"https://www.wikidata.org/wiki/Q4930","display_name":"eHealth","level":3,"score":0.29989999532699585},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.299699991941452},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.2851000130176544},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.2818000018596649},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.2815000116825104},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.2775000035762787},{"id":"https://openalex.org/C2779306644","wikidata":"https://www.wikidata.org/wiki/Q2002370","display_name":"Insulin","level":2,"score":0.2669999897480011},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C2993769353","wikidata":"https://www.wikidata.org/wiki/Q7598360","display_name":"Standard of care","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C3018376624","wikidata":"https://www.wikidata.org/wiki/Q1100933","display_name":"Diabetes treatment","level":4,"score":0.2612000107765198},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.25380000472068787}],"mesh":[{"descriptor_ui":"D001786","descriptor_name":"Blood Glucose","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001786","descriptor_name":"Blood Glucose","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001786","descriptor_name":"Blood Glucose","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007328","descriptor_name":"Insulin","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D007328","descriptor_name":"Insulin","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D007328","descriptor_name":"Insulin","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D007332","descriptor_name":"Insulin Infusion Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007332","descriptor_name":"Insulin Infusion Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007332","descriptor_name":"Insulin Infusion Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015190","descriptor_name":"Blood Glucose Self-Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015190","descriptor_name":"Blood Glucose Self-Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015190","descriptor_name":"Blood Glucose Self-Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc46164.2021.9629797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9629797","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:34891678","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34891678","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:www.research.unipd.it:11577/3471902","is_oa":false,"landing_page_url":"https://hdl.handle.net/11577/3471902","pdf_url":null,"source":{"id":"https://openalex.org/S4377196283","display_name":"Research Padua  Archive (University of Padua)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1489550151","https://openalex.org/W2087213817","https://openalex.org/W2087220735","https://openalex.org/W2398618749","https://openalex.org/W2560030487","https://openalex.org/W2747023271","https://openalex.org/W2963798798","https://openalex.org/W2964434942","https://openalex.org/W3036368325","https://openalex.org/W3181171456","https://openalex.org/W4241093605","https://openalex.org/W6775698192"],"related_works":[],"abstract_inverted_index":{"Type":[0],"1":[1],"diabetes":[2],"(T1D)":[3],"is":[4,213,253],"a":[5,115,125,134,153,159,162,167,238,254],"chronic":[6],"life-threatening":[7],"metabolic":[8,83,189],"condition":[9],"which":[10],"needs":[11],"to":[12,75,92,143,170,188,241,257],"be":[13,73],"accurately":[14],"and":[15,33,54,85,103,133,166,216,221,234,262],"continuously":[16],"managed":[17],"with":[18,78],"care":[19,200],"by":[20,59,197,218],"multiple":[21],"daily":[22,260],"exogenous":[23],"insulin":[24,130],"injections,":[25],"frequent":[26],"blood":[27],"glucose":[28,45,109],"concentration":[29],"monitoring,":[30],"ad-hoc":[31],"diet,":[32],"physical":[34],"activity.":[35],"In":[36],"the":[37,49,61,87,98,104,138,181,184,198,207,228,231,235,243],"last":[38],"decades,":[39],"new":[40,56,116,185],"technologies,":[41],"such":[42],"as":[43],"continuous":[44],"monitoring":[46],"sensors,":[47],"eased":[48],"burden":[50],"for":[51,70,118,127,201],"T1D":[52,71,119,259],"patients":[53,77,220],"opened":[55],"therapy":[57,93,264],"perspectives":[58],"fostering":[60],"development":[62],"of":[63,89,140,183,206,230,237],"decision":[64],"support":[65],"systems":[66],"(DSS).":[67],"A":[68],"DSS":[69,117,252],"should":[72],"able":[74],"provide":[76],"advice":[79],"aimed":[80],"at":[81],"improving":[82],"control":[84,190],"reducing":[86],"number":[88],"actions":[90],"related":[91],"handling.":[94],"Major":[95],"challenges":[96],"are":[97,150],"vast":[99],"intra-/inter-subject":[100],"physiological":[101],"variability":[102],"many":[105],"factors":[106],"that":[107,136,157,180,211],"impact":[108],"metabolism.":[110],"The":[111,121,148,203,250],"present":[112],"work":[113,224],"illustrates":[114],"management.":[120],"algorithmic":[122],"core":[123],"includes":[124],"module":[126,135],"optimal,":[128],"personalized,":[129],"dose":[131],"calculation":[132],"triggers":[137],"assumption":[139],"rescue":[141],"carbohydrates":[142],"avoid/mitigate":[144],"impending":[145],"hypoglycemic":[146],"events.":[147],"algorithms":[149,186],"integrated":[151],"within":[152],"prototype":[154,208],"communication":[155,232],"platform":[156,209,233],"comprises":[158],"mobile":[160],"app,":[161],"real-time":[163],"telemonitoring":[164],"interface,":[165],"cloud":[168],"server":[169],"safely":[171],"store":[172],"patients'":[173],"data.":[174],"Tests":[175],"made":[176],"in":[177,246],"silico":[178],"show":[179],"use":[182],"lead":[187],"indices":[191],"significantly":[192],"better":[193],"than":[194],"those":[195],"obtained":[196],"standard":[199],"T1D.":[202],"preliminary":[204],"test":[205],"suggests":[210],"it":[212],"robust,":[214],"performant,":[215],"well-accepted":[217],"both":[219],"clinicians.":[222],"Future":[223],"will":[225],"focus":[226],"on":[227],"refinement":[229],"design":[236],"clinical":[239],"trial":[240],"assess":[242],"system":[244],"effectiveness":[245],"real-life":[247],"conditions.Clinical":[248],"Relevance-":[249],"presented":[251],"promising":[255],"tool":[256],"facilitate":[258],"management":[261],"improve":[263],"efficacy.":[265]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2021-12-31T00:00:00"}
