{"id":"https://openalex.org/W2972724999","doi":"https://doi.org/10.1109/jbhi.2019.2938305","title":"Predicting Quality of Overnight Glycaemic Control in Type 1 Diabetes Using Binary Classifiers","display_name":"Predicting Quality of Overnight Glycaemic Control in Type 1 Diabetes Using Binary Classifiers","publication_year":2019,"publication_date":"2019-09-13","ids":{"openalex":"https://openalex.org/W2972724999","doi":"https://doi.org/10.1109/jbhi.2019.2938305","mag":"2972724999","pmid":"https://pubmed.ncbi.nlm.nih.gov/31536025"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2019.2938305","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2019.2938305","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11577/3404508","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085891572","display_name":"Amparo G\u00fcemes","orcid":"https://orcid.org/0000-0002-4206-6812"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Amparo Guemes","raw_affiliation_strings":["Centre for Bio-inspired Technology, Imperial College London, London, U.K"],"raw_orcid":"https://orcid.org/0000-0002-4206-6812","affiliations":[{"raw_affiliation_string":"Centre for Bio-inspired Technology, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010489564","display_name":"Giacomo Cappon","orcid":"https://orcid.org/0000-0003-4358-9268"},"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":"Giacomo Cappon","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padova, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4358-9268","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037129424","display_name":"Bernard Hernandez","orcid":"https://orcid.org/0000-0003-1010-3559"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bernard Hernandez","raw_affiliation_strings":["Centre for Bio-inspired Technology, Imperial College London, London, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Bio-inspired Technology, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000337492","display_name":"Monika Reddy","orcid":"https://orcid.org/0000-0002-6140-4493"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Monika Reddy","raw_affiliation_strings":["Department of Medicine, Imperial College London, London, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090450928","display_name":"Nick Oliver","orcid":"https://orcid.org/0000-0003-3525-3633"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nick Oliver","raw_affiliation_strings":["Department of Medicine, Imperial College London, London, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069244062","display_name":"Pantelis Georgiou","orcid":"https://orcid.org/0000-0003-2476-3857"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pantelis Georgiou","raw_affiliation_strings":["Centre for Bio-inspired Technology, Imperial College London, London, U.K"],"raw_orcid":"https://orcid.org/0000-0003-2476-3857","affiliations":[{"raw_affiliation_string":"Centre for Bio-inspired Technology, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002150341","display_name":"Pau Herrero","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pau Herrero","raw_affiliation_strings":["Centre for Bio-inspired Technology, Imperial College London, London, U.K"],"raw_orcid":"https://orcid.org/0000-0002-7088-5807","affiliations":[{"raw_affiliation_string":"Centre for Bio-inspired Technology, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5085891572"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":2.8698,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.91498289,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"24","issue":"5","first_page":"1439","last_page":"1446"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.9998999834060669,"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":0.9998999834060669,"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/T11171","display_name":"Diabetes and associated disorders","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10839","display_name":"Pancreatic function and diabetes","score":0.9865999817848206,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-pancreas","display_name":"Artificial pancreas","score":0.7121297121047974},{"id":"https://openalex.org/keywords/insulin","display_name":"Insulin","score":0.6719779968261719},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.6135420799255371},{"id":"https://openalex.org/keywords/type-1-diabetes","display_name":"Type 1 diabetes","score":0.609080970287323},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5542329549789429},{"id":"https://openalex.org/keywords/insulin-pump","display_name":"Insulin pump","score":0.5304925441741943},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5258146524429321},{"id":"https://openalex.org/keywords/type-2-diabetes","display_name":"Type 2 diabetes","score":0.48628246784210205},{"id":"https://openalex.org/keywords/basal-insulin","display_name":"Basal insulin","score":0.46668609976768494},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45106321573257446},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39434969425201416},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2963743507862091},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.2928634583950043}],"concepts":[{"id":"https://openalex.org/C2780353609","wikidata":"https://www.wikidata.org/wiki/Q1569064","display_name":"Artificial pancreas","level":4,"score":0.7121297121047974},{"id":"https://openalex.org/C2779306644","wikidata":"https://www.wikidata.org/wiki/Q2002370","display_name":"Insulin","level":2,"score":0.6719779968261719},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.6135420799255371},{"id":"https://openalex.org/C2781232474","wikidata":"https://www.wikidata.org/wiki/Q124407","display_name":"Type 1 diabetes","level":3,"score":0.609080970287323},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5542329549789429},{"id":"https://openalex.org/C2779794567","wikidata":"https://www.wikidata.org/wiki/Q941674","display_name":"Insulin pump","level":4,"score":0.5304925441741943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5258146524429321},{"id":"https://openalex.org/C2777180221","wikidata":"https://www.wikidata.org/wiki/Q3025883","display_name":"Type 2 diabetes","level":3,"score":0.48628246784210205},{"id":"https://openalex.org/C2909524832","wikidata":"https://www.wikidata.org/wiki/Q2002370","display_name":"Basal insulin","level":4,"score":0.46668609976768494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45106321573257446},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39434969425201416},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2963743507862091},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.2928634583950043}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000085002","descriptor_name":"Glycemic Control","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000085002","descriptor_name":"Glycemic Control","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000085002","descriptor_name":"Glycemic Control","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001786","descriptor_name":"Blood Glucose","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D001786","descriptor_name":"Blood Glucose","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D001786","descriptor_name":"Blood Glucose","qualifier_ui":"Q000378","qualifier_name":"metabolism","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":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000378","qualifier_name":"metabolism","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":"Q000008","qualifier_name":"administration & dosage","is_major_topic":false},{"descriptor_ui":"D007328","descriptor_name":"Insulin","qualifier_ui":"Q000008","qualifier_name":"administration & dosage","is_major_topic":false},{"descriptor_ui":"D007328","descriptor_name":"Insulin","qualifier_ui":"Q000008","qualifier_name":"administration & dosage","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":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1109/jbhi.2019.2938305","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2019.2938305","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:31536025","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31536025","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":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/73798","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/73798","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1446","raw_type":"Journal Article"},{"id":"pmh:oai:www.research.unipd.it:11577/3404508","is_oa":true,"landing_page_url":"http://hdl.handle.net/11577/3404508","pdf_url":null,"source":{"id":"https://openalex.org/S4306402547","display_name":"Padua Research Archive (University of Padova)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:www.research.unipd.it:11577/3404508","is_oa":true,"landing_page_url":"http://hdl.handle.net/11577/3404508","pdf_url":null,"source":{"id":"https://openalex.org/S4306402547","display_name":"Padua Research Archive (University of Padova)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.4099999964237213,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G3694750973","display_name":null,"funder_award_id":"2029368","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G4875650773","display_name":null,"funder_award_id":"EP/P00993X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8802198340","display_name":null,"funder_award_id":"689810","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G8934868145","display_name":"ARISES: An Adaptive, Real-time, Intelligent System to Enhance Self-care of chronic disease","funder_award_id":"EP/P00993X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320328810","display_name":"Fundaci\u00f3n Rafael del Pino","ror":null},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W33016702","https://openalex.org/W87882273","https://openalex.org/W1554944419","https://openalex.org/W1597824818","https://openalex.org/W1614252265","https://openalex.org/W1964357740","https://openalex.org/W1964693647","https://openalex.org/W2002011878","https://openalex.org/W2062573090","https://openalex.org/W2101234009","https://openalex.org/W2121605809","https://openalex.org/W2124776405","https://openalex.org/W2148143831","https://openalex.org/W2181523240","https://openalex.org/W2181616869","https://openalex.org/W2337375610","https://openalex.org/W2469701129","https://openalex.org/W2479902120","https://openalex.org/W2521200999","https://openalex.org/W2523526638","https://openalex.org/W2559906731","https://openalex.org/W2569283527","https://openalex.org/W2750794793","https://openalex.org/W2754950093","https://openalex.org/W2772574661","https://openalex.org/W2792894037","https://openalex.org/W2804034601","https://openalex.org/W2804354698","https://openalex.org/W2809021054","https://openalex.org/W2882545419","https://openalex.org/W2886691517","https://openalex.org/W2889087356","https://openalex.org/W2889093876","https://openalex.org/W2889525666","https://openalex.org/W2899547006","https://openalex.org/W2900654380","https://openalex.org/W2907589510","https://openalex.org/W2911964244","https://openalex.org/W2945732277","https://openalex.org/W2963123914","https://openalex.org/W4293713156","https://openalex.org/W6601332369","https://openalex.org/W6675354045","https://openalex.org/W6685764666","https://openalex.org/W6726972653","https://openalex.org/W6754336421","https://openalex.org/W6754420901","https://openalex.org/W6754870189","https://openalex.org/W6762632303"],"related_works":["https://openalex.org/W2469275809","https://openalex.org/W3124460882","https://openalex.org/W1995029861","https://openalex.org/W3179299236","https://openalex.org/W2164660185","https://openalex.org/W4309021794","https://openalex.org/W3158404251","https://openalex.org/W2002337663","https://openalex.org/W2980786759","https://openalex.org/W2060091529"],"abstract_inverted_index":{"In":[0,84],"type":[1,59,104,208],"1":[2,60,105,209],"diabetes":[3,106,210],"management,":[4,211],"maintaining":[5],"nocturnal":[6],"blood":[7,74,134],"glucose":[8,75,117,135],"within":[9,141],"target":[10,145],"range":[11],"can":[12],"be":[13],"challenging.":[14],"Although":[15,190],"semi-automatic":[16],"systems":[17],"to":[18,34,70,93,130,139,152,215],"modulate":[19],"insulin":[20,26,67,123],"pump":[21,68],"delivery,":[22],"such":[23],"as":[24],"low-glucose":[25],"suspension":[27],"and":[28,41,122,147,180],"the":[29,95,113,144,150,154,217],"artificial":[30],"pancreas,":[31],"are":[32,137],"starting":[33],"become":[35],"a":[36,51,89,167,183],"reality,":[37],"their":[38,48],"elevated":[39],"cost":[40],"performance":[42],"below":[43],"user":[44,151],"expectations":[45],"is":[46,80,128,192,213],"hindering":[47],"adoption.":[49],"Hence,":[50],"decision":[52],"support":[53],"system":[54],"that":[55],"helps":[56],"people":[57,102],"with":[58,103,223],"diabetes,":[61],"on":[62,182],"multiple":[63],"daily":[64],"injections":[65],"or":[66,78,142,159],"therapy,":[69],"avoid":[71],"undesirable":[72],"overnight":[73,98,133,220],"fluctuations":[76],"(hyper-":[77],"hypoglycaemic)":[79],"an":[81],"attractive":[82],"alternative.":[83],"this":[85,165,198],"paper,":[86],"we":[87],"introduce":[88],"novel":[90],"data-driven":[91],"approach":[92,127],"predict":[94,131,216],"quality":[96,218],"of":[97,169,219],"glycaemic":[99,221],"control":[100,222],"in":[101,161,207],"by":[107,202],"analyzing":[108],"commonly":[109,204],"gathered":[110,205],"data":[111,206],"during":[112],"day-time":[114],"period":[115],"(continuous":[116],"monitoring":[118],"data,":[119],"meal":[120],"intake":[121],"boluses).":[124],"The":[125],"proposed":[126],"able":[129],"whether":[132],"concentrations":[136],"going":[138],"remain":[140],"outside":[143],"range,":[146],"therefore":[148],"allows":[149],"take":[153],"appropriate":[155],"preventive":[156],"action":[157],"(snack":[158],"change":[160],"basal":[162],"insulin).":[163],"For":[164],"purpose,":[166],"number":[168],"popular":[170],"established":[171],"machine":[172],"learning":[173],"algorithms":[174],"for":[175],"binary":[176],"classification":[177,196],"were":[178],"evaluated":[179],"compared":[181],"publicly":[184],"available":[185],"clinical":[186],"dataset":[187],"(i.e.,":[188],"OhioT1DM).":[189],"there":[191],"no":[193],"clearly":[194],"superior":[195],"algorithm,":[197],"study":[199],"indicates":[200],"that,":[201],"using":[203],"it":[212],"possible":[214],"reasonable":[224],"accuracy":[225],"(AUC-ROC":[226],"=":[227],"0.7).":[228]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
