{"id":"https://openalex.org/W2099764516","doi":"https://doi.org/10.1142/s0129065711003000","title":"BLOOD GLUCOSE LEVEL NEURAL MODEL FOR TYPE 1 DIABETES MELLITUS PATIENTS","display_name":"BLOOD GLUCOSE LEVEL NEURAL MODEL FOR TYPE 1 DIABETES MELLITUS PATIENTS","publication_year":2011,"publication_date":"2011-12-01","ids":{"openalex":"https://openalex.org/W2099764516","doi":"https://doi.org/10.1142/s0129065711003000","mag":"2099764516","pmid":"https://pubmed.ncbi.nlm.nih.gov/22131301"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065711003000","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065711003000","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-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":"https://openalex.org/A5004231492","display_name":"Alma Y. Alan\u00eds","orcid":"https://orcid.org/0000-0001-9600-779X"},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"ALMA Y. ALANIS","raw_affiliation_strings":["CUCEI, Universidad de Guadalajara, Apartado Postal 51\u201371, Col. las Aguilas, C.P. 45080, Zapopan, Jalisco, Mexico","CUCEI, Universidad de Guadalajara, Apartado Postal 51-71, Col. Las Aguilas, C.P. 45080, Zapopan, Jalisco, Mexico#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CUCEI, Universidad de Guadalajara, Apartado Postal 51\u201371, Col. las Aguilas, C.P. 45080, Zapopan, Jalisco, Mexico","institution_ids":["https://openalex.org/I193181351"]},{"raw_affiliation_string":"CUCEI, Universidad de Guadalajara, Apartado Postal 51-71, Col. Las Aguilas, C.P. 45080, Zapopan, Jalisco, Mexico#TAB#","institution_ids":["https://openalex.org/I193181351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087730614","display_name":"Blanca S. Leon","orcid":null},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"BLANCA S. LEON","raw_affiliation_strings":["CINVESTAV, Unidad Guadalajara, Apartado Postal 31\u2013438, Plaza La Luna, Guadalajara, Jalisco, C.P. 45091, Mexico","CINVESTAV, Unidad Guadalajara, Apartado Postal 31-438, Plaza La Luna, Guadalajara, Jalisco, C.P. 45091, Mexico#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV, Unidad Guadalajara, Apartado Postal 31\u2013438, Plaza La Luna, Guadalajara, Jalisco, C.P. 45091, Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"CINVESTAV, Unidad Guadalajara, Apartado Postal 31-438, Plaza La Luna, Guadalajara, Jalisco, C.P. 45091, Mexico#TAB#","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067597688","display_name":"Edgar N. S\u00e1nchez","orcid":"https://orcid.org/0000-0002-8695-7879"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"EDGAR N. SANCHEZ","raw_affiliation_strings":["CINVESTAV, Unidad Guadalajara, Apartado Postal 31\u2013438, Plaza La Luna, Guadalajara, Jalisco, C.P. 45091, Mexico","CINVESTAV, Unidad Guadalajara, Apartado Postal 31-438, Plaza La Luna, Guadalajara, Jalisco, C.P. 45091, Mexico#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV, Unidad Guadalajara, Apartado Postal 31\u2013438, Plaza La Luna, Guadalajara, Jalisco, C.P. 45091, Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"CINVESTAV, Unidad Guadalajara, Apartado Postal 31-438, Plaza La Luna, Guadalajara, Jalisco, C.P. 45091, Mexico#TAB#","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008294081","display_name":"E. Ru\u0131\u0301z-Vel\u00e1zquez","orcid":"https://orcid.org/0000-0003-0478-305X"},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"EDUARDO RUIZ-VELAZQUEZ","raw_affiliation_strings":["Division de Electronica y Computacion, CUCEI, Universidad de Guadalajara, Av. Revolucion 1500, Guadalajara, Jal., Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division de Electronica y Computacion, CUCEI, Universidad de Guadalajara, Av. Revolucion 1500, Guadalajara, Jal., Mexico","institution_ids":["https://openalex.org/I193181351"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6885,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.83738253,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"21","issue":"06","first_page":"491","last_page":"504"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.9991999864578247,"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":0.9991999864578247,"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/T10839","display_name":"Pancreatic function and diabetes","score":0.967199981212616,"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/T11171","display_name":"Diabetes and associated disorders","score":0.9621000289916992,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/type-1-diabetes","display_name":"Type 1 diabetes","score":0.6600861549377441},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.5649818778038025},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5607074499130249},{"id":"https://openalex.org/keywords/continuous-glucose-monitoring","display_name":"Continuous glucose monitoring","score":0.4937985837459564},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.48236387968063354},{"id":"https://openalex.org/keywords/affine-transformation","display_name":"Affine transformation","score":0.451314240694046},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.4348854720592499},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4176103174686432},{"id":"https://openalex.org/keywords/insulin","display_name":"Insulin","score":0.41523250937461853},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.36923202872276306},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.34287142753601074},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.33955106139183044},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3375544846057892},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32787907123565674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24939334392547607}],"concepts":[{"id":"https://openalex.org/C2781232474","wikidata":"https://www.wikidata.org/wiki/Q124407","display_name":"Type 1 diabetes","level":3,"score":0.6600861549377441},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.5649818778038025},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5607074499130249},{"id":"https://openalex.org/C2986379492","wikidata":"https://www.wikidata.org/wiki/Q1638492","display_name":"Continuous glucose monitoring","level":4,"score":0.4937985837459564},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.48236387968063354},{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.451314240694046},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.4348854720592499},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4176103174686432},{"id":"https://openalex.org/C2779306644","wikidata":"https://www.wikidata.org/wiki/Q2002370","display_name":"Insulin","level":2,"score":0.41523250937461853},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.36923202872276306},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.34287142753601074},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.33955106139183044},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3375544846057892},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32787907123565674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24939334392547607},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[{"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":"Q000097","qualifier_name":"blood","is_major_topic":false},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000097","qualifier_name":"blood","is_major_topic":false},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000097","qualifier_name":"blood","is_major_topic":false},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000188","qualifier_name":"drug therapy","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":"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":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1142/s0129065711003000","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065711003000","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},{"id":"pmid:22131301","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22131301","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":"International journal of neural systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.4399999976158142}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1482105209","https://openalex.org/W1500564636","https://openalex.org/W1555818350","https://openalex.org/W1559107966","https://openalex.org/W1581808154","https://openalex.org/W1604264128","https://openalex.org/W1783671139","https://openalex.org/W1804494423","https://openalex.org/W1961941095","https://openalex.org/W1964693647","https://openalex.org/W1965324089","https://openalex.org/W1973838477","https://openalex.org/W1973850896","https://openalex.org/W1979175495","https://openalex.org/W1998281731","https://openalex.org/W2003635204","https://openalex.org/W2004173465","https://openalex.org/W2010461070","https://openalex.org/W2016589492","https://openalex.org/W2018471296","https://openalex.org/W2020267609","https://openalex.org/W2021811421","https://openalex.org/W2025709654","https://openalex.org/W2027578932","https://openalex.org/W2033041054","https://openalex.org/W2034313178","https://openalex.org/W2041058086","https://openalex.org/W2047374040","https://openalex.org/W2050127080","https://openalex.org/W2062948063","https://openalex.org/W2066082689","https://openalex.org/W2066445865","https://openalex.org/W2079883551","https://openalex.org/W2098139285","https://openalex.org/W2099719924","https://openalex.org/W2108808416","https://openalex.org/W2111163400","https://openalex.org/W2116768950","https://openalex.org/W2124428761","https://openalex.org/W2125624587","https://openalex.org/W2127456983","https://openalex.org/W2138484437","https://openalex.org/W2139565525","https://openalex.org/W2142962347","https://openalex.org/W2143070237","https://openalex.org/W2148076948","https://openalex.org/W2153484029","https://openalex.org/W2154095835","https://openalex.org/W2158408448","https://openalex.org/W2163865283","https://openalex.org/W2169585246","https://openalex.org/W2328786770","https://openalex.org/W2486689052","https://openalex.org/W2599499292","https://openalex.org/W3107445722","https://openalex.org/W3138705879","https://openalex.org/W4206131474","https://openalex.org/W4240615046","https://openalex.org/W4240691156","https://openalex.org/W4249593570","https://openalex.org/W4388249796"],"related_works":["https://openalex.org/W3197321040","https://openalex.org/W1990880684","https://openalex.org/W26103963","https://openalex.org/W2114353427","https://openalex.org/W2745714984","https://openalex.org/W4380150922","https://openalex.org/W1993230332","https://openalex.org/W2513029483","https://openalex.org/W2740159850","https://openalex.org/W124194696"],"abstract_inverted_index":{"This":[0],"paper":[1],"deals":[2],"with":[3,26],"the":[4,42,46,60,63,89,92],"blood":[5,47],"glucose":[6,48,79],"level":[7],"modeling":[8],"for":[9,59,84,87],"Type":[10],"1":[11],"Diabetes":[12],"Mellitus":[13],"(T1DM)":[14],"patients.":[15],"The":[16,50],"model":[17,58],"is":[18,52,82],"developed":[19],"using":[20],"a":[21,55,66],"recurrent":[22],"neural":[23],"network":[24],"trained":[25],"an":[27,37],"extended":[28],"Kalman":[29],"filter":[30],"based":[31],"algorithm":[32],"in":[33],"order":[34],"to":[35,53,68,95],"develop":[36],"affine":[38],"model,":[39],"which":[40],"captures":[41],"nonlinear":[43],"behavior":[44],"of":[45,65,91],"metabolism.":[49],"goal":[51],"derive":[54],"dynamical":[56],"mathematical":[57],"T1DM":[61,96],"as":[62],"response":[64],"patient":[67],"meal":[69],"and":[70,86],"subcutaneous":[71],"insulin":[72],"infusion.":[73],"Experimental":[74],"data":[75],"given":[76],"by":[77],"continuous":[78],"monitoring":[80],"system":[81],"utilized":[83],"identification":[85],"testing":[88],"applicability":[90],"proposed":[93],"scheme":[94],"subjects.":[97]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
