{"id":"https://openalex.org/W7203481548","doi":"https://doi.org/10.1109/icscss69635.2026.11646107","title":"A Hybrid Framework for Effective Chronic Diabetes Disease Management","display_name":"A Hybrid Framework for Effective Chronic Diabetes Disease Management","publication_year":2026,"publication_date":"2026-07-01","ids":{"openalex":"https://openalex.org/W7203481548","doi":"https://doi.org/10.1109/icscss69635.2026.11646107"},"language":"en","primary_location":{"id":"doi:10.1109/icscss69635.2026.11646107","doi":"https://doi.org/10.1109/icscss69635.2026.11646107","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icscss69635.2026.11646107","pdf_url":null,"source":{"id":"https://openalex.org/S7407086477","display_name":"International Conference on Sustainable Computing and Smart Systems (ICSCSS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 4th International Conference on Sustainable Computing and Smart Systems (ICSCSS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/icscss69635.2026.11646107","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117718126","display_name":"Sirisha Veluri","orcid":"https://orcid.org/0009-0002-4295-0808","observed_orcids":["https://orcid.org/0009-0002-4295-0808"]},"institutions":[{"id":"https://openalex.org/I4405263155","display_name":"SR University","ror":"https://ror.org/039t32v17","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405263155"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sirisha Veluri","raw_affiliation_strings":["SR University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SR University","institution_ids":["https://openalex.org/I4405263155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067137301","display_name":"Vijaya Chandra Jadala","orcid":"https://orcid.org/0000-0002-5149-5176","observed_orcids":["https://orcid.org/0000-0002-5149-5176"]},"institutions":[{"id":"https://openalex.org/I4405263155","display_name":"SR University","ror":"https://ror.org/039t32v17","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405263155"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vijaya Chandra Jadala","raw_affiliation_strings":["SR University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SR University","institution_ids":["https://openalex.org/I4405263155"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5147229005","display_name":"Shivani Goel","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405263155","display_name":"SR University","ror":"https://ror.org/039t32v17","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405263155"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shivani Goel","raw_affiliation_strings":["SR University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SR University","institution_ids":["https://openalex.org/I4405263155"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405263155"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1113","last_page":"1118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9286999702453613,"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":0.9286999702453613,"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":0.021800000220537186,"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/T13038","display_name":"Internet of Things and AI","score":0.009800000116229057,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/diabetes-prediction","display_name":"diabetes prediction","score":0.6110000014305115},{"id":"https://openalex.org/keywords/recurrent-neural-networks","display_name":"recurrent neural networks","score":0.8709999918937683},{"id":"https://openalex.org/keywords/long-short-term-memory-networks","display_name":"long short-term memory networks","score":0.8579999804496765},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"ensemble learning","score":0.9940000176429749},{"id":"https://openalex.org/keywords/wearable-sensors","display_name":"wearable sensors","score":0.8169999718666077},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.8700000047683716},{"id":"https://openalex.org/keywords/electronic-health-records","display_name":"electronic health records","score":0.9990000128746033},{"id":"https://openalex.org/keywords/real-time-patient-monitoring","display_name":"real-time patient monitoring","score":0.9179999828338623},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.9700000286102295}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7735999822616577},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.5443999767303467},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.4535999894142151},{"id":"https://openalex.org/C2982889124","wikidata":"https://www.wikidata.org/wiki/Q107439039","display_name":"Disease management","level":4,"score":0.3952000141143799},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.3824999928474426},{"id":"https://openalex.org/C2987552334","wikidata":"https://www.wikidata.org/wiki/Q383126","display_name":"Chronic disease","level":2,"score":0.3352000117301941},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.32179999351501465},{"id":"https://openalex.org/C2776217022","wikidata":"https://www.wikidata.org/wiki/Q1100933","display_name":"Diabetes management","level":4,"score":0.3122999966144562},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.26589998602867126},{"id":"https://openalex.org/C2779951463","wikidata":"https://www.wikidata.org/wiki/Q7268788","display_name":"Quality of life (healthcare)","level":2,"score":0.2402999997138977}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icscss69635.2026.11646107","doi":"https://doi.org/10.1109/icscss69635.2026.11646107","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icscss69635.2026.11646107","pdf_url":null,"source":{"id":"https://openalex.org/S7407086477","display_name":"International Conference on Sustainable Computing and Smart Systems (ICSCSS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 4th International Conference on Sustainable Computing and Smart Systems (ICSCSS)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/icscss69635.2026.11646107","doi":"https://doi.org/10.1109/icscss69635.2026.11646107","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icscss69635.2026.11646107","pdf_url":null,"source":{"id":"https://openalex.org/S7407086477","display_name":"International Conference on Sustainable Computing and Smart Systems (ICSCSS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 4th International Conference on Sustainable Computing and Smart Systems (ICSCSS)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2611031134","https://openalex.org/W2898618675","https://openalex.org/W2990175393","https://openalex.org/W3010656730","https://openalex.org/W3111205150","https://openalex.org/W3112424475","https://openalex.org/W3132064528","https://openalex.org/W3159151889","https://openalex.org/W3179967176","https://openalex.org/W4284959012","https://openalex.org/W4286206340","https://openalex.org/W4296838211","https://openalex.org/W4361282762","https://openalex.org/W4377822387","https://openalex.org/W4381799391","https://openalex.org/W4387393693","https://openalex.org/W4387440220","https://openalex.org/W4387836820","https://openalex.org/W4389367568","https://openalex.org/W4392593259","https://openalex.org/W4406038522","https://openalex.org/W4407213610","https://openalex.org/W4407785649"],"related_works":["https://openalex.org/W1997206124","https://openalex.org/W2015920024","https://openalex.org/W92505756","https://openalex.org/W2406317468","https://openalex.org/W1901461067","https://openalex.org/W2937287651","https://openalex.org/W7094566225","https://openalex.org/W3215690804","https://openalex.org/W7201866137","https://openalex.org/W3092517586"],"abstract_inverted_index":{"Diabetes":[0],"is":[1,117,205],"a":[2,20,55],"serious":[3,23],"chronic":[4,77,221],"disease":[5,45],"affecting":[6],"millions":[7],"of":[8,22,28,76,84,91,142,157,167,170,173,176,184],"people":[9],"in":[10],"the":[11,52,82,140,144,148,153,158,190],"world,":[12],"and":[13,43,69,95,109,123,133,147,155,178,197,215],"if":[14],"not":[15],"managed":[16],"properly,":[17],"can":[18],"cause":[19],"lot":[21],"health":[24,112],"problems.":[25],"The":[26,79,114,136,161,202],"challenges":[27],"traditional":[29,191],"healthcare":[30,41,85,115],"systems":[31],"are":[32],"unable":[33],"to":[34,50,104,151,207],"properly":[35],"manage":[36],"real-time":[37,209],"patient":[38],"monitoring,":[39,210],"temporal":[40],"analysis":[42],"accurate":[44],"prediction.":[46],"This":[47],"study":[48],"aims":[49],"solve":[51],"issues":[53],"with":[54,186],"hybrid":[56],"approach":[57],"that":[58,100],"combines":[59],"Recurrent":[60],"Neural":[61],"Networks":[62],"(RNN),":[63],"Long":[64],"Short-Term":[65],"Memory":[66],"(LSTM)":[67],"networks":[68],"ensemble":[70,137],"learning":[71,200],"techniques":[72],"for":[73,119,220],"effective":[74],"management":[75,213],"diabetes.":[78],"design":[80],"includes":[81],"use":[83],"data":[86,116,124],"from":[87],"wearable":[88],"sensors,":[89],"Internet":[90],"Things":[92],"(IoT)":[93],"devices,":[94],"Electronic":[96],"Health":[97],"Records":[98],"(EHRs)":[99],"will":[101],"be":[102],"used":[103],"measure":[105],"glucose":[106],"level":[107],"fluctuations":[108],"forecast":[110],"future":[111],"status.":[113],"preprocessed":[118],"better":[120,187],"predictive":[121],"accuracy":[122,154,166],"quality":[125],"through":[126],"methods":[127],"such":[128],"as":[129],"normalization,":[130],"outlier":[131],"elimination,":[132],"feature":[134],"extraction.":[135],"mechanism":[138],"fuses":[139],"advantages":[141],"both":[143],"RNN":[145],"model":[146,150],"LSTM":[149],"boost":[152],"robustness":[156],"prediction":[159],"results.":[160],"proposed":[162,203],"method":[163],"achieves":[164],"an":[165],"98%,":[168],"precision":[169],"92%,":[171],"recall":[172],"87%,":[174],"F1-score":[175],"92%":[177],"Mean":[179],"Squared":[180],"Error":[181],"(MSE)":[182],"value":[183],"1":[185],"results":[188],"than":[189],"databases,":[192],"rule-based":[193],"system,":[194],"statistical":[195],"approaches":[196],"standalone":[198],"machine":[199],"models.":[201],"framework":[204],"designed":[206],"facilitate":[208],"personalized":[211],"diabetes":[212,222],"recommendations":[214],"enhanced":[216],"clinical":[217],"decision":[218],"making":[219],"management.":[223]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-08-15T00:00:00"}
