{"id":"https://openalex.org/W4407692355","doi":"https://doi.org/10.1109/healthcom60970.2024.10880819","title":"Prediction of Glycemic Event in Emergency Section Patients Using Machine Learning","display_name":"Prediction of Glycemic Event in Emergency Section Patients Using Machine Learning","publication_year":2024,"publication_date":"2024-11-18","ids":{"openalex":"https://openalex.org/W4407692355","doi":"https://doi.org/10.1109/healthcom60970.2024.10880819"},"language":"en","primary_location":{"id":"doi:10.1109/healthcom60970.2024.10880819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/healthcom60970.2024.10880819","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on E-health Networking, Application &amp;amp; Services (HealthCom)","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/A5023434097","display_name":"Sayna Rotbei","orcid":"https://orcid.org/0000-0002-3457-7559"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sayna Rotbei","raw_affiliation_strings":["University of Naples Federico II,Dep. Electrical Engineering and Information Technology,Naples,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Dep. Electrical Engineering and Information Technology,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111186633","display_name":"Pablo Mat\u00edas Soler","orcid":null},"institutions":[{"id":"https://openalex.org/I2961216182","display_name":"Hospital Cl\u00ednico San Carlos","ror":"https://ror.org/04d0ybj29","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I2961216182","https://openalex.org/I4210139293"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pablo Mat\u00edas Soler","raw_affiliation_strings":["Emergency Dep., Hospital Clinico San Carlos,Madrid,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emergency Dep., Hospital Clinico San Carlos,Madrid,Spain","institution_ids":["https://openalex.org/I2961216182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059081477","display_name":"Beatriz Merino\u2010Barbancho","orcid":"https://orcid.org/0000-0001-5070-4178"},"institutions":[{"id":"https://openalex.org/I2961216182","display_name":"Hospital Cl\u00ednico San Carlos","ror":"https://ror.org/04d0ybj29","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I2961216182","https://openalex.org/I4210139293"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Beatriz Merino-Barbancho","raw_affiliation_strings":["Emergency Dep., Hospital Clinico San Carlos,Madrid,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emergency Dep., Hospital Clinico San Carlos,Madrid,Spain","institution_ids":["https://openalex.org/I2961216182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099005417","display_name":"Hania Tourab","orcid":"https://orcid.org/0000-0003-0287-1232"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hania Tourab","raw_affiliation_strings":["Universidad Polit&#x00E9;cnica de Madrid,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Polit&#x00E9;cnica de Madrid,Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087431347","display_name":"Arturo Corbat\u00f3n Anchuelo","orcid":"https://orcid.org/0000-0002-8775-4766"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arturo Corbat\u00f3n Anchuelo","raw_affiliation_strings":["Universidad Polit&#x00E9;cnica de Madrid,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Polit&#x00E9;cnica de Madrid,Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Luis Picazo Garc\u00eda","orcid":null},"institutions":[{"id":"https://openalex.org/I2961216182","display_name":"Hospital Cl\u00ednico San Carlos","ror":"https://ror.org/04d0ybj29","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I2961216182","https://openalex.org/I4210139293"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Picazo Garc\u00eda","raw_affiliation_strings":["Emergency Dep., Hospital Clinico San Carlos,Madrid,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emergency Dep., Hospital Clinico San Carlos,Madrid,Spain","institution_ids":["https://openalex.org/I2961216182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040970504","display_name":"Ricardo Mesanza For\u00e9s","orcid":null},"institutions":[{"id":"https://openalex.org/I2961216182","display_name":"Hospital Cl\u00ednico San Carlos","ror":"https://ror.org/04d0ybj29","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I2961216182","https://openalex.org/I4210139293"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ricardo Mesanza For\u00e9s","raw_affiliation_strings":["Emergency Dep., Hospital Clinico San Carlos,Madrid,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emergency Dep., Hospital Clinico San Carlos,Madrid,Spain","institution_ids":["https://openalex.org/I2961216182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115827377","display_name":"Laura Mariel Matus","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149026","display_name":"Hospital Universitario de Fuenlabrada","ror":"https://ror.org/04scbtr44","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210139293","https://openalex.org/I4210149026"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Laura Mariel Matus","raw_affiliation_strings":["Hospital de Fuenlabrada,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital de Fuenlabrada,Spain","institution_ids":["https://openalex.org/I4210149026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090408820","display_name":"Ricardo Mu\u00f1oz Albert","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094134","display_name":"Hospital de La Ribera","ror":"https://ror.org/00qnmxq60","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210094134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ricardo Mu\u00f1oz Albert","raw_affiliation_strings":["Hospital de la Ribera,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital de la Ribera,Spain","institution_ids":["https://openalex.org/I4210094134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064732370","display_name":"Aitor Odiaga Andicoechea","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116848","display_name":"Hospital de Galdakao","ror":"https://ror.org/025714n80","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210116848","https://openalex.org/I4210125364"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Aitor Odiaga Andicoechea","raw_affiliation_strings":["Hospital de Galdakao y Hospital de Gernika,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital de Galdakao y Hospital de Gernika,Spain","institution_ids":["https://openalex.org/I4210116848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103937463","display_name":"Raquel Pi\u00f1ero Panadero","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135003","display_name":"Clinica Universidad de Navarra","ror":"https://ror.org/03phm3r45","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210135003"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Raquel Pi\u00f1ero Panadero","raw_affiliation_strings":["Clinica Universitaria de Navarra,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinica Universitaria de Navarra,Spain","institution_ids":["https://openalex.org/I4210135003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116309342","display_name":"Mar\u00eda \u00c1ngeles San Mart\u00edn D\u00edezv","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092871","display_name":"Hospital de Basurto","ror":"https://ror.org/00j4pze04","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210092871","https://openalex.org/I4210125364"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda \u00c1ngeles San Mart\u00edn D\u00edezv","raw_affiliation_strings":["Hospital de Basurto,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital de Basurto,Spain","institution_ids":["https://openalex.org/I4210092871"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ainhoa Burzaco Sanchez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092871","display_name":"Hospital de Basurto","ror":"https://ror.org/00j4pze04","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210092871","https://openalex.org/I4210125364"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ainhoa Burzaco Sanchez","raw_affiliation_strings":["Hospital de Basurto,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital de Basurto,Spain","institution_ids":["https://openalex.org/I4210092871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116309343","display_name":"Rosana Soriano Barr\u00f3nix","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138511","display_name":"Hospital San Pedro","ror":"https://ror.org/031va0421","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210138511"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rosana Soriano Barr\u00f3nix","raw_affiliation_strings":["Hospital San Pedro de Logrono,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital San Pedro de Logrono,Spain","institution_ids":["https://openalex.org/I4210138511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071457002","display_name":"Andrea Irimia","orcid":"https://orcid.org/0000-0002-1824-5140"},"institutions":[{"id":"https://openalex.org/I4210133994","display_name":"Hospital Universitario Central de Asturias","ror":"https://ror.org/03v85ar63","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210133994","https://openalex.org/I4405258403"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Andrea Irimia","raw_affiliation_strings":["Hospital Universitario Central de Asturias,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital Universitario Central de Asturias,Spain","institution_ids":["https://openalex.org/I4210133994"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115827375","display_name":"Esther Ruescas Esculano","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137487","display_name":"Hospital Universitario del Vinalop\u00f3","ror":"https://ror.org/03gtg9w20","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210137487"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Esther Ruescas Esculano","raw_affiliation_strings":["Hospital Universitario de Vinalop&#x00F3;,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital Universitario de Vinalop&#x00F3;,Spain","institution_ids":["https://openalex.org/I4210137487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115827376","display_name":"Mireia Cramp Vinceixo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151664","display_name":"Hospital Universitari Joan XXIII de Tarragona","ror":"https://ror.org/05s4b1t72","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210151664"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mireia Cramp Vinceixo","raw_affiliation_strings":["Hospital Joan XXIII,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital Joan XXIII,Spain","institution_ids":["https://openalex.org/I4210151664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109644537","display_name":"Fahd Beddar Chaib","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fahd Beddar Chaib","raw_affiliation_strings":["Hospital de Soria,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital de Soria,Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034633748","display_name":"Giuseppe Fico","orcid":"https://orcid.org/0000-0003-1551-4613"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Giuseppe Fico","raw_affiliation_strings":["Universidad Polit&#x00E9;cnica de Madrid,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Polit&#x00E9;cnica de Madrid,Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002965923","display_name":"Alessio Botta","orcid":"https://orcid.org/0000-0002-3365-1446"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessio Botta","raw_affiliation_strings":["University of Naples Federico II,Dep. Electrical Engineering and Information Technology,Naples,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Dep. Electrical Engineering and Information Technology,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":20,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8141,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.89715028,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9692999720573425,"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":0.9692999720573425,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9156000018119812,"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/T10560","display_name":"Diabetes Management and Research","score":0.9075999855995178,"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/section","display_name":"Section (typography)","score":0.6873568296432495},{"id":"https://openalex.org/keywords/glycemic","display_name":"Glycemic","score":0.6356249451637268},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6089754104614258},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5782835483551025},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.478963166475296},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44769325852394104},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20989635586738586},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.10373884439468384},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10048708319664001}],"concepts":[{"id":"https://openalex.org/C2780129039","wikidata":"https://www.wikidata.org/wiki/Q1931107","display_name":"Section (typography)","level":2,"score":0.6873568296432495},{"id":"https://openalex.org/C2780473172","wikidata":"https://www.wikidata.org/wiki/Q5572518","display_name":"Glycemic","level":3,"score":0.6356249451637268},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6089754104614258},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5782835483551025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.478963166475296},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44769325852394104},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20989635586738586},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.10373884439468384},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10048708319664001},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/healthcom60970.2024.10880819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/healthcom60970.2024.10880819","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on E-health Networking, Application &amp;amp; Services (HealthCom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.5299999713897705,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2101539208","https://openalex.org/W2598442119","https://openalex.org/W2609966631","https://openalex.org/W2953421802","https://openalex.org/W2982042477","https://openalex.org/W3009182181","https://openalex.org/W3011956682","https://openalex.org/W3021592362","https://openalex.org/W3025156093","https://openalex.org/W4223524054","https://openalex.org/W4378471216","https://openalex.org/W4386214648","https://openalex.org/W4401474110","https://openalex.org/W6854888755"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Effective":[0],"diabetes":[1],"management":[2],"is":[3],"crucial":[4],"to":[5,17,52],"pre-venting":[6],"serious":[7],"complications":[8],"in":[9],"patients.":[10],"This":[11,81],"study":[12],"employs":[13],"machine":[14],"learning":[15],"techniques":[16],"analyze":[18],"data":[19],"from":[20],"11":[21],"Spanish":[22],"hospital":[23],"emergency":[24],"departments,":[25],"with":[26,37],"the":[27,31],"goal":[28],"of":[29,33,50,88],"improving":[30],"quality":[32],"life":[34],"for":[35,54,85,95],"individuals":[36],"type":[38,41],"I":[39],"and":[40,56,58,73,91],"II":[42],"diabetes.":[43],"Our":[44],"model":[45],"demonstrates":[46],"a":[47,70],"prediction":[48,87],"accuracy":[49],"up":[51],"95%":[53],"hypo-":[55],"hyperglycemia,":[57],"highlights":[59],"significant":[60],"insights":[61],"into":[62],"antidiabetic":[63],"treatments.":[64],"The":[65],"results":[66],"were":[67],"validated":[68],"using":[69],"decision":[71],"tree":[72],"correlation":[74],"plots,":[75],"showing":[76],"relationships":[77],"between":[78],"key":[79],"variables.":[80],"approach":[82],"shows":[83],"potential":[84],"large-scale":[86],"glycemic":[89],"events":[90],"provides":[92],"valuable":[93],"support":[94],"clinical":[96],"decision-making.":[97]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
