{"id":"https://openalex.org/W4200436680","doi":"https://doi.org/10.1109/ccac51819.2021.9633302","title":"Towards blood glucose and insulin estimation using off-line data and missing information","display_name":"Towards blood glucose and insulin estimation using off-line data and missing information","publication_year":2021,"publication_date":"2021-10-19","ids":{"openalex":"https://openalex.org/W4200436680","doi":"https://doi.org/10.1109/ccac51819.2021.9633302"},"language":"en","primary_location":{"id":"doi:10.1109/ccac51819.2021.9633302","doi":"https://doi.org/10.1109/ccac51819.2021.9633302","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccac51819.2021.9633302","pdf_url":null,"source":{"id":"https://openalex.org/S4306498152","display_name":"IEEE Colombian Conference on Automatic Control (CCAC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 5th Colombian Conference on Automatic Control (CCAC)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4200436680"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5084023581","display_name":"Cristian M. Hernandez","orcid":"https://orcid.org/0000-0001-5320-542X","observed_orcids":["https://orcid.org/0000-0001-5320-542X"]},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Cristian M. Hernandez","raw_affiliation_strings":["Univ. Nacional de Colombia,Fac.de Minas,Dep. de Energ\u00eda El\u00e9ctrica y Autom\u00e1tica,Medell\u00edn,Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Nacional de Colombia,Fac.de Minas,Dep. de Energ\u00eda El\u00e9ctrica y Autom\u00e1tica,Medell\u00edn,Colombia","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064847422","display_name":"Jhon Alexander Isaza","orcid":"https://orcid.org/0000-0002-1968-3070","observed_orcids":["https://orcid.org/0000-0002-1968-3070"]},"institutions":[{"id":"https://openalex.org/I4210141572","display_name":"Instituci\u00f3n Universitaria ITM","ror":"https://ror.org/03zb5p722","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210141572"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Jhon A. Isaza-Hurtado","raw_affiliation_strings":["Instituto Tecnol\u00f3gico Metropolitano,Facultad de Ingenier\u00edas,Medell\u00edn,Colombia"],"raw_orcid":"https://orcid.org/0000-0003-4510-0753","affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico Metropolitano,Facultad de Ingenier\u00edas,Medell\u00edn,Colombia","institution_ids":["https://openalex.org/I4210141572"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060597576","display_name":"Santiago Rivadeneria","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Santiago Rivadeneria","raw_affiliation_strings":["Univ. Nacional de Colombia,Fac.de Minas,Dep. de Energ\u00eda El\u00e9ctrica y Autom\u00e1tica,Medell\u00edn,Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Nacional de Colombia,Fac.de Minas,Dep. de Energ\u00eda El\u00e9ctrica y Autom\u00e1tica,Medell\u00edn,Colombia","institution_ids":["https://openalex.org/I36243813"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6563,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82263879,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"145","last_page":"150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.9696999788284302,"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":0.9696999788284302,"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/T11236","display_name":"Control Systems and Identification","score":0.011699999682605267,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.0038999998942017555,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/type-1-diabetes","display_name":"type 1 diabetes","score":0.9660000205039978},{"id":"https://openalex.org/keywords/blood-glucose-estimation","display_name":"blood glucose estimation","score":0.9829999804496765},{"id":"https://openalex.org/keywords/continuous-glucose-monitoring","display_name":"continuous glucose monitoring","score":0.9190000295639038},{"id":"https://openalex.org/keywords/missing-sensor-data","display_name":"missing sensor data","score":0.6349999904632568},{"id":"https://openalex.org/keywords/missing-measurements","display_name":"missing measurements","score":0.6399999856948853},{"id":"https://openalex.org/keywords/glucose-homeostasis","display_name":"glucose homeostasis","score":0.6389999985694885},{"id":"https://openalex.org/keywords/hypoglycemia","display_name":"hypoglycemia","score":0.7390000224113464},{"id":"https://openalex.org/keywords/hyperglycemia","display_name":"hyperglycemia","score":0.9290000200271606},{"id":"https://openalex.org/keywords/state-estimation","display_name":"state estimation","score":0.37599998712539673}],"concepts":[{"id":"https://openalex.org/C2779306644","wikidata":"https://www.wikidata.org/wiki/Q2002370","display_name":"Insulin","level":2,"score":0.6968832015991211},{"id":"https://openalex.org/C2780668416","wikidata":"https://www.wikidata.org/wiki/Q202758","display_name":"Hypoglycemia","level":3,"score":0.6592397689819336},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.6215081214904785},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5554107427597046},{"id":"https://openalex.org/C2910068830","wikidata":"https://www.wikidata.org/wiki/Q3025883","display_name":"Type 2 Diabetes Mellitus","level":3,"score":0.5498757362365723},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.45340436697006226},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.4359479546546936}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccac51819.2021.9633302","doi":"https://doi.org/10.1109/ccac51819.2021.9633302","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccac51819.2021.9633302","pdf_url":null,"source":{"id":"https://openalex.org/S4306498152","display_name":"IEEE Colombian Conference on Automatic Control (CCAC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 5th Colombian Conference on Automatic Control (CCAC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5683000087738037,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1631308782","https://openalex.org/W2124043418","https://openalex.org/W2489617990","https://openalex.org/W2593812782","https://openalex.org/W2608902687","https://openalex.org/W2747023271","https://openalex.org/W2748154863","https://openalex.org/W2766548367","https://openalex.org/W2791089002","https://openalex.org/W2801018147","https://openalex.org/W2917470588","https://openalex.org/W2972745246","https://openalex.org/W2974079456","https://openalex.org/W3008275712","https://openalex.org/W3009035556","https://openalex.org/W3032779279","https://openalex.org/W3038508300","https://openalex.org/W3176027312"],"related_works":["https://openalex.org/W2972745246","https://openalex.org/W2063885429","https://openalex.org/W2919918252","https://openalex.org/W2898913700","https://openalex.org/W2552797938","https://openalex.org/W2585720198","https://openalex.org/W2771570009","https://openalex.org/W2761593482","https://openalex.org/W2106510245","https://openalex.org/W2095844814"],"abstract_inverted_index":{"Type":[0],"1":[1,82],"diabetes":[2,55,83],"mellitus":[3,84],"is":[4,85,150,194],"an":[5],"autoimmune":[6],"disease,":[7],"in":[8,78],"which":[9,18,29,121],"the":[10,14,23,31,66,86,136,154,160,164,170,174,180,183,188,192],"beta":[11],"cells":[12],"of":[13,27,36,68,140,163,173,182],"pacreas":[15],"are":[16,19],"destroyed,":[17],"responsible":[20],"for":[21,53,112],"provomer":[22],"production":[24],"and":[25,34,60,105,117,128,169,186],"release":[26],"insulin,":[28],"makes":[30],"transport,":[32],"absorption":[33],"storage":[35],"glucose":[37,69,76,96,155,166],"impossible.":[38],"This":[39],"can":[40,100],"lead":[41,135],"to":[42,49,89,138,152],"different":[43],"more":[44],"serious":[45],"diseases.":[46],"In":[47],"order":[48],"find":[50],"a":[51,91,124,145],"treatment":[52],"type":[54,81],"mellitus,":[56],"insulin":[57],"infusion":[58],"therapies":[59],"advanced":[61],"control":[62,92,132],"techniques":[63],"based":[64],"on":[65],"monitoring":[67,99,114],"levels":[70],"have":[71],"been":[72],"developed.":[73],"Monitoring":[74],"blood":[75],"concentration":[77,156],"patients":[79],"with":[80],"first":[87],"step":[88],"exert":[90],"action":[93],"that":[94,134],"regulates":[95],"homeostasis,":[97],"said":[98],"be":[101],"carried":[102],"out":[103],"periodically":[104],"/":[106],"or":[107,142],"sporadically.":[108],"However,":[109],"physical":[110],"sensors":[111],"continuous":[113,165],"may":[115],"fail":[116],"present":[118],"data":[119],"loss,":[120],"could":[122],"cause":[123],"poor":[125],"predictive":[126],"diagnosis":[127],"thus":[129],"generate":[130],"erroneous":[131],"actions":[133],"patient":[137],"episodes":[139],"hyperglycemia":[141],"hypoglycemia.":[143],"Therefore,":[144],"mobile":[146],"horizon":[147],"estimator":[148],"(MHE)":[149],"designed":[151],"reconstruct":[153],"taking":[157],"into":[158],"account":[159],"periodic":[161],"measurements":[162,172,177],"monitor":[167],"(CGM)":[168],"sporadic":[171],"glucome-terse":[175],"Both":[176],"will":[178],"improve":[179],"quality":[181],"measured":[184],"information":[185,193],"adjust":[187],"state":[189],"estimate":[190],"when":[191],"lost.":[195]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2021-12-31T00:00:00"}