{"id":"https://openalex.org/W4407468063","doi":"https://doi.org/10.1109/q-bats63267.2024.10873931","title":"An AI-IoT Based Non-Invasive Solution for Predicting Glucose Levels","display_name":"An AI-IoT Based Non-Invasive Solution for Predicting Glucose Levels","publication_year":2024,"publication_date":"2024-10-10","ids":{"openalex":"https://openalex.org/W4407468063","doi":"https://doi.org/10.1109/q-bats63267.2024.10873931"},"language":"en","primary_location":{"id":"doi:10.1109/q-bats63267.2024.10873931","is_oa":false,"landing_page_url":"https://doi.org/10.1109/q-bats63267.2024.10873931","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Workshop on Quantum &amp;amp; Biomedical Applications, Technologies, and Sensors (Q-BATS)","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/A5106867578","display_name":"Amani Othmane","orcid":null},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Amani Othmane","raw_affiliation_strings":["University of Biskra,LINFI Laboratory,Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Biskra,LINFI Laboratory,Algeria","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007176011","display_name":"Imane Youkana","orcid":null},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Imane Youkana","raw_affiliation_strings":["University of Biskra,LINFI Laboratory,Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Biskra,LINFI Laboratory,Algeria","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052087453","display_name":"La\u00efd Kahloul","orcid":"https://orcid.org/0000-0002-9739-7715"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Laid Kahloul","raw_affiliation_strings":["University of Biskra,LINFI Laboratory,Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Biskra,LINFI Laboratory,Algeria","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085340829","display_name":"Massimo Merenda","orcid":"https://orcid.org/0000-0003-3668-8014"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Merenda","raw_affiliation_strings":["University Mediterranea of Reggio Calabria,DIIES Department,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Mediterranea of Reggio Calabria,DIIES Department,Italy","institution_ids":["https://openalex.org/I59725666"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15638813,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"116","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.8658000230789185,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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"}},"topics":[{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.8658000230789185,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.7760000228881836,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6452807784080505},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.42697131633758545},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4030504822731018},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13216173648834229}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6452807784080505},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.42697131633758545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4030504822731018},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13216173648834229}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/q-bats63267.2024.10873931","is_oa":false,"landing_page_url":"https://doi.org/10.1109/q-bats63267.2024.10873931","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Workshop on Quantum &amp;amp; Biomedical Applications, Technologies, and Sensors (Q-BATS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2062459848","https://openalex.org/W2609703666","https://openalex.org/W3151947094","https://openalex.org/W4385368073","https://openalex.org/W4392949703"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2390279801","https://openalex.org/W2625093826","https://openalex.org/W4391913857","https://openalex.org/W2358668433"],"abstract_inverted_index":{"Diabetes":[0],"mellitus":[1],"is":[2],"a":[3,42,57,92,131,136],"global":[4],"health":[5],"concern":[6],"with":[7,80,104],"rising":[8],"complications":[9],"from":[10,98,122],"poorly":[11],"managed":[12],"blood":[13,17,38,62],"glucose":[14,39,63],"levels.":[15],"Traditional":[16],"sugar":[18],"monitoring":[19,40],"methods":[20],"rely":[21],"on":[22],"invasive":[23],"techniques":[24],"requiring":[25],"finger":[26],"pricking,":[27],"which":[28],"can":[29],"be":[30],"inconvenient":[31],"and":[32,49,73,115,135,143],"discourage":[33],"frequent":[34],"checks.":[35],"Nevertheless,":[36],"noninvasive":[37],"offers":[41],"promising":[43],"alternative,":[44],"potentially":[45],"improving":[46],"patient":[47],"compliance":[48],"diabetes":[50,105],"management.":[51,144],"This":[52],"study":[53],"aims":[54],"to":[55],"develop":[56],"non-invasive":[58],"solution":[59],"for":[60,140],"measuring":[61],"levels":[64],"using":[65],"the":[66],"internet":[67],"of":[68],"things":[69],"(IoT):":[70],"photo-plethysmography":[71],"(PPG)":[72],"galvanic":[74],"skin":[75],"response":[76],"(GSR)":[77],"sensors":[78],"together,":[79],"Artificial":[81],"Intelligence":[82],"(AI),":[83],"specifically":[84],"Long":[85],"Short-Term":[86],"Memory":[87],"model":[88],"(LSTM).":[89],"To":[90],"ensure":[91],"comprehensive":[93],"evaluation,":[94],"data":[95,141],"was":[96],"collected":[97],"two":[99],"sources:":[100],"20":[101],"participants":[102],"diagnosed":[103],"at":[106],"Hakim":[107],"Saadan":[108],"Hospital<sup":[109],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[110],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[111],"in":[112,125],"Biskra,":[113],"Algeria,":[114],"an":[116],"additional":[117],"30":[118],"healthy":[119],"subjects":[120],"recruited":[121],"Biskra":[123],"University":[124],"Algeria.":[126],"The":[127],"proposed":[128],"system":[129],"includes":[130],"comfortable":[132],"wearable":[133],"device":[134],"Django":[137],"web":[138],"application":[139],"visualization":[142]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
