{"id":"https://openalex.org/W4404057511","doi":"https://doi.org/10.1109/sisy62279.2024.10737589","title":"Enhancing Diabetes Management Through GRU Analysis of Physical Activity Effects","display_name":"Enhancing Diabetes Management Through GRU Analysis of Physical Activity Effects","publication_year":2024,"publication_date":"2024-09-19","ids":{"openalex":"https://openalex.org/W4404057511","doi":"https://doi.org/10.1109/sisy62279.2024.10737589"},"language":"en","primary_location":{"id":"doi:10.1109/sisy62279.2024.10737589","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sisy62279.2024.10737589","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 22nd Jubilee International Symposium on Intelligent Systems and Informatics (SISY)","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/A5037538833","display_name":"Barbara Simon","orcid":null},"institutions":[{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"Barbara Simon","raw_affiliation_strings":["University Research and Innovation Center, Physiological Controls Research Center, &#x00D3;buda University,Budapest,Hungary"],"affiliations":[{"raw_affiliation_string":"University Research and Innovation Center, Physiological Controls Research Center, &#x00D3;buda University,Budapest,Hungary","institution_ids":["https://openalex.org/I2801419141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093695103","display_name":"\u00c1d\u00e1m Hartv\u00e9g","orcid":"https://orcid.org/0009-0009-7225-4521"},"institutions":[{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"\u00c1d\u00e1m Hartveg","raw_affiliation_strings":["University Research and Innovation Center, Physiological Controls Research Center, &#x00D3;buda University,Budapest,Hungary"],"affiliations":[{"raw_affiliation_string":"University Research and Innovation Center, Physiological Controls Research Center, &#x00D3;buda University,Budapest,Hungary","institution_ids":["https://openalex.org/I2801419141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055832332","display_name":"M\u00e1t\u00e9 Siket","orcid":"https://orcid.org/0000-0002-4425-5588"},"institutions":[{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"M\u00e1t\u00e9 Siket","raw_affiliation_strings":["University Research and Innovation Center, Physiological Controls Research Center, &#x00D3;buda University,Budapest,Hungary"],"affiliations":[{"raw_affiliation_string":"University Research and Innovation Center, Physiological Controls Research Center, &#x00D3;buda University,Budapest,Hungary","institution_ids":["https://openalex.org/I2801419141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002359133","display_name":"Lehel D\u00e9nes-Fazakas","orcid":"https://orcid.org/0009-0003-9879-5664"},"institutions":[{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Lehel D\u00e9nes-Fazakas","raw_affiliation_strings":["University Research and Innovation Center, Physiological Controls Research Center, &#x00D3;buda University,Budapest,Hungary"],"affiliations":[{"raw_affiliation_string":"University Research and Innovation Center, Physiological Controls Research Center, &#x00D3;buda University,Budapest,Hungary","institution_ids":["https://openalex.org/I2801419141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021051122","display_name":"Levente Kov\u00e1cs","orcid":"https://orcid.org/0000-0002-3188-0800"},"institutions":[{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Levente Kov\u00e1cs","raw_affiliation_strings":["University Research and Innovation Center, Physiological Controls Research Center, &#x00D3;buda University,Budapest,Hungary"],"affiliations":[{"raw_affiliation_string":"University Research and Innovation Center, Physiological Controls Research Center, &#x00D3;buda University,Budapest,Hungary","institution_ids":["https://openalex.org/I2801419141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041318802","display_name":"L\u00e1szl\u00f3 Szil\u00e1gyi","orcid":"https://orcid.org/0000-0001-6722-2642"},"institutions":[{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"L\u00e1szl\u00f3 Szil\u00e1gyi","raw_affiliation_strings":["University Research and Innovation Center, Physiological Controls Research Center, &#x00D3;buda University,Budapest,Hungary"],"affiliations":[{"raw_affiliation_string":"University Research and Innovation Center, Physiological Controls Research Center, &#x00D3;buda University,Budapest,Hungary","institution_ids":["https://openalex.org/I2801419141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084426852","display_name":"G\u00e1bor Kert\u00e9sz","orcid":"https://orcid.org/0000-0002-8845-8301"},"institutions":[{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"G\u00e1bor Kert\u00e9sz","raw_affiliation_strings":["&#x00D3;buda University,John von Neumann Faculty of Informatics,Budapest,Hungary"],"affiliations":[{"raw_affiliation_string":"&#x00D3;buda University,John von Neumann Faculty of Informatics,Budapest,Hungary","institution_ids":["https://openalex.org/I2801419141"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077451025","display_name":"Gy\u00f6rgy Eigner","orcid":"https://orcid.org/0000-0001-8038-2210"},"institutions":[{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Gy\u00f6rgy Eigner","raw_affiliation_strings":["University Research and Innovation Center, Physiological Controls Research Center, &#x00D3;buda University,Budapest,Hungary"],"affiliations":[{"raw_affiliation_string":"University Research and Innovation Center, Physiological Controls Research Center, &#x00D3;buda University,Budapest,Hungary","institution_ids":["https://openalex.org/I2801419141"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5037538833"],"corresponding_institution_ids":["https://openalex.org/I2801419141"],"apc_list":null,"apc_paid":null,"fwci":0.7268,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79649088,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"027","last_page":"032"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.07760000228881836,"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":0.07760000228881836,"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/T10352","display_name":"Physical Activity and Health","score":0.0771000012755394,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/diabetes-management","display_name":"Diabetes management","score":0.525013267993927},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5174415707588196},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.5167824029922485},{"id":"https://openalex.org/keywords/type-2-diabetes","display_name":"Type 2 diabetes","score":0.26550745964050293},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22828635573387146},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.07626384496688843}],"concepts":[{"id":"https://openalex.org/C2776217022","wikidata":"https://www.wikidata.org/wiki/Q1100933","display_name":"Diabetes management","level":4,"score":0.525013267993927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5174415707588196},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.5167824029922485},{"id":"https://openalex.org/C2777180221","wikidata":"https://www.wikidata.org/wiki/Q3025883","display_name":"Type 2 diabetes","level":3,"score":0.26550745964050293},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22828635573387146},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.07626384496688843}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sisy62279.2024.10737589","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sisy62279.2024.10737589","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 22nd Jubilee International Symposium on Intelligent Systems and Informatics (SISY)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1968646728","https://openalex.org/W2092848169","https://openalex.org/W2098857312","https://openalex.org/W2157331557","https://openalex.org/W2503706510","https://openalex.org/W2531335066","https://openalex.org/W2536270858","https://openalex.org/W2576033645","https://openalex.org/W2593365308","https://openalex.org/W2804354698","https://openalex.org/W2808816466","https://openalex.org/W2892741787","https://openalex.org/W2902446450","https://openalex.org/W2913275455","https://openalex.org/W2963609956","https://openalex.org/W4319304640","https://openalex.org/W4320034766","https://openalex.org/W4366540530","https://openalex.org/W4387067394","https://openalex.org/W4390422072"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2131057798","https://openalex.org/W4285141181"],"abstract_inverted_index":{"This":[0],"study":[1],"addresses":[2],"the":[3,20,81],"insufficient":[4],"consideration":[5],"of":[6,72],"physical":[7,38,73],"activity":[8,39,74],"in":[9],"managing":[10],"Type":[11],"1":[12],"diabetes":[13,94],"mellitus,":[14],"using":[15],"real":[16],"patient":[17,100],"data":[18],"from":[19],"Ohio":[21,82],"dataset":[22,83],"to":[23,36,65,91,98],"assess":[24],"its":[25],"impact.":[26],"We":[27],"utilize":[28],"GRU":[29,53,87],"models,":[30],"known":[31],"for":[32],"capturing":[33],"temporal":[34],"dependencies,":[35],"analyze":[37],"patterns":[40],"and":[41,62,84],"their":[42],"influence":[43],"on":[44,76],"glycemic":[45,77],"state.":[46,78],"Additionally,":[47],"we":[48,89],"examine":[49],"various":[50],"parameters":[51],"affecting":[52],"performance,":[54],"such":[55],"as":[56],"input":[57],"sequence":[58],"length,":[59],"hidden":[60],"units,":[61],"learning":[63],"rates,":[64],"understand":[66],"how":[67],"they":[68],"impact":[69],"accurate":[70],"prediction":[71],"effects":[75],"By":[79],"lever-aging":[80],"exploring":[85],"different":[86],"parameters,":[88],"aim":[90],"improve":[92],"personalized":[93],"management":[95],"strategies":[96],"tailored":[97],"individual":[99],"requirements.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
