{"id":"https://openalex.org/W7130664724","doi":"https://doi.org/10.1504/ijmei.2026.151775","title":"Integration of matching smart phone data with long-term continuous glucose monitoring data pictures of food intake","display_name":"Integration of matching smart phone data with long-term continuous glucose monitoring data pictures of food intake","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7130664724","doi":"https://doi.org/10.1504/ijmei.2026.151775"},"language":"en","primary_location":{"id":"doi:10.1504/ijmei.2026.151775","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijmei.2026.151775","pdf_url":null,"source":{"id":"https://openalex.org/S152520907","display_name":"International Journal of Medical Engineering and Informatics","issn_l":"1755-0653","issn":["1755-0653","1755-0661"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Engineering and Informatics","raw_type":"journal-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/A5108352486","display_name":"Arcot Rajasekar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"A. Rajasekar","raw_affiliation_strings":["Department of Artificial Intelligence and Data Science, Sri Sairam Institute of Technology, Sai Leo Nagar, West Tambaram, Chennai - 44, India"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Data Science, Sri Sairam Institute of Technology, Sai Leo Nagar, West Tambaram, Chennai - 44, India","institution_ids":["https://openalex.org/I4210164862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126525224","display_name":"J. Megala","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089092","display_name":"GS Engineering (United States)","ror":"https://ror.org/007anfg84","country_code":"US","type":"company","lineage":["https://openalex.org/I4210089092"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Megala","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, S.A. Engineering College, Chennai, 600077, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, S.A. Engineering College, Chennai, 600077, India","institution_ids":["https://openalex.org/I4210089092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018444791","display_name":"Swagata Sarkar","orcid":"https://orcid.org/0000-0002-2237-1879"},"institutions":[{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Swagata Sarkar","raw_affiliation_strings":["Artificial intelligence and Data Science Department, Sri Sairam Engineering College, West Tambaram, Chennai, India"],"affiliations":[{"raw_affiliation_string":"Artificial intelligence and Data Science Department, Sri Sairam Engineering College, West Tambaram, Chennai, India","institution_ids":["https://openalex.org/I4210164862"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065676201","display_name":"Chandrasekaran Sivakumaran","orcid":null},"institutions":[{"id":"https://openalex.org/I96211989","display_name":"HCL Technologies (India)","ror":"https://ror.org/02nbb5780","country_code":"IN","type":"company","lineage":["https://openalex.org/I96211989"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"C. Sivakumaran","raw_affiliation_strings":["Machine Learning Engineer, Photon Technologies, Chennai, India"],"affiliations":[{"raw_affiliation_string":"Machine Learning Engineer, Photon Technologies, Chennai, India","institution_ids":["https://openalex.org/I96211989"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5108352486"],"corresponding_institution_ids":["https://openalex.org/I4210164862"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.8851457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"2","first_page":"128","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.4074999988079071,"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":0.4074999988079071,"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/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.22370000183582306,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.053300000727176666,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/continuous-glucose-monitoring","display_name":"Continuous glucose monitoring","score":0.6865000128746033},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6643000245094299},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6035000085830688},{"id":"https://openalex.org/keywords/smart-phone","display_name":"Smart phone","score":0.5587000250816345},{"id":"https://openalex.org/keywords/blood-glucose-self-monitoring","display_name":"Blood Glucose Self-Monitoring","score":0.5461000204086304},{"id":"https://openalex.org/keywords/remote-patient-monitoring","display_name":"Remote patient monitoring","score":0.41530001163482666},{"id":"https://openalex.org/keywords/blood-glucose-monitoring","display_name":"Blood glucose monitoring","score":0.4034000039100647},{"id":"https://openalex.org/keywords/continuous-monitoring","display_name":"Continuous monitoring","score":0.39959999918937683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7019000053405762},{"id":"https://openalex.org/C2986379492","wikidata":"https://www.wikidata.org/wiki/Q1638492","display_name":"Continuous glucose monitoring","level":4,"score":0.6865000128746033},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6643000245094299},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6035000085830688},{"id":"https://openalex.org/C2984771860","wikidata":"https://www.wikidata.org/wiki/Q22645","display_name":"Smart phone","level":2,"score":0.5587000250816345},{"id":"https://openalex.org/C2908918659","wikidata":"https://www.wikidata.org/wiki/Q4927806","display_name":"Blood Glucose Self-Monitoring","level":5,"score":0.5461000204086304},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.41530001163482666},{"id":"https://openalex.org/C2779524580","wikidata":"https://www.wikidata.org/wiki/Q4927806","display_name":"Blood glucose monitoring","level":3,"score":0.4034000039100647},{"id":"https://openalex.org/C2776902269","wikidata":"https://www.wikidata.org/wiki/Q5165493","display_name":"Continuous monitoring","level":2,"score":0.39959999918937683},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3797000050544739},{"id":"https://openalex.org/C2781067114","wikidata":"https://www.wikidata.org/wiki/Q842840","display_name":"Glucose meter","level":3,"score":0.3684000074863434},{"id":"https://openalex.org/C3018685816","wikidata":"https://www.wikidata.org/wiki/Q213449","display_name":"Food intake","level":2,"score":0.33820000290870667},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.3199999928474426},{"id":"https://openalex.org/C195548491","wikidata":"https://www.wikidata.org/wiki/Q7448152","display_name":"Self-monitoring","level":2,"score":0.3188000023365021},{"id":"https://openalex.org/C3018667095","wikidata":"https://www.wikidata.org/wiki/Q3455903","display_name":"Glucose homeostasis","level":4,"score":0.31360000371932983},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.3127000033855438},{"id":"https://openalex.org/C35785553","wikidata":"https://www.wikidata.org/wiki/Q756720","display_name":"Ambulatory","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.29919999837875366},{"id":"https://openalex.org/C3018376624","wikidata":"https://www.wikidata.org/wiki/Q1100933","display_name":"Diabetes treatment","level":4,"score":0.2662999927997589},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.26089999079704285},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.25780001282691956}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijmei.2026.151775","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijmei.2026.151775","pdf_url":null,"source":{"id":"https://openalex.org/S152520907","display_name":"International Journal of Medical Engineering and Informatics","issn_l":"1755-0653","issn":["1755-0653","1755-0661"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Engineering and Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"treatment":[1],"of":[2,41,47],"diabetes":[3],"relies":[4],"heavily":[5],"on":[6,17],"careful":[7],"glucose":[8,29,36,43,53,63,75,104],"monitoring":[9,37,64],"as":[10,85,137,139],"an":[11],"important":[12],"component.":[13],"Nevertheless,":[14],"further":[15],"information":[16,109],"the":[18,51,66,86],"context":[19],"is":[20,90],"required":[21],"in":[22,31,61,74],"order":[23],"to":[24,58,81,114,125,135],"completely":[25],"comprehend":[26],"and":[27,45,92,97,146],"interpret":[28],"levels":[30],"a":[32],"meaningful":[33],"manner.":[34],"Continuous":[35],"(CGM),":[38],"automated":[39],"analysis":[40],"new":[42],"variables,":[44],"visualisation":[46],"CGM":[48],"data":[49],"via":[50],"ambulatory":[52],"profile":[54],"have":[55],"all":[56],"contributed":[57],"significant":[59,72],"advancements":[60],"precise":[62],"over":[65],"past":[67],"five":[68],"years.":[69],"This":[70],"made":[71],"improvements":[73],"monitoring.":[76],"There":[77],"are":[78],"considerable":[79],"challenges":[80],"its":[82],"adoption,":[83],"such":[84],"fact":[87],"that":[88,110,120,131],"it":[89],"inconvenient":[91],"does":[93],"not":[94],"give":[95,132],"immediate":[96],"frequent":[98],"feedback.":[99],"However,":[100],"intermittent":[101],"self-monitored":[102],"blood":[103],"(SMBG)":[105],"can":[106],"offer":[107],"extra":[108],"may":[111],"be":[112],"used":[113],"make":[115],"choices":[116],"about":[117],"therapy.":[118],"Systems":[119],"indicate":[121],"greater":[122],"results":[123],"compared":[124],"standard":[126],"SMBG":[127],"alone":[128],"include":[129],"those":[130],"instant":[133],"feedback":[134],"patients":[136,145],"well":[138],"decision":[140],"support":[141],"tools":[142],"for":[143],"both":[144],"physicians.":[147]},"counts_by_year":[],"updated_date":"2026-02-21T06:11:54.161237","created_date":"2026-02-20T00:00:00"}
