{"id":"https://openalex.org/W4406355848","doi":"https://doi.org/10.1109/ictc62082.2024.10826627","title":"A Deep Learning Model for Classification of Uncontrolled Diabetics Based on Microwave Resonator Measurements of Urine","display_name":"A Deep Learning Model for Classification of Uncontrolled Diabetics Based on Microwave Resonator Measurements of Urine","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4406355848","doi":"https://doi.org/10.1109/ictc62082.2024.10826627"},"language":"en","primary_location":{"id":"doi:10.1109/ictc62082.2024.10826627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10826627","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","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/A5055703733","display_name":"Hyeon Sung Cho","orcid":"https://orcid.org/0000-0003-0029-6617"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hyeon Sung Cho","raw_affiliation_strings":["ETRI,Field Robotics Research Section,Daejeon,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETRI,Field Robotics Research Section,Daejeon,South Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043369066","display_name":"Chunhwa Ihm","orcid":"https://orcid.org/0000-0002-8757-3949"},"institutions":[{"id":"https://openalex.org/I21028721","display_name":"Eulji University","ror":"https://ror.org/005bty106","country_code":"KR","type":"education","lineage":["https://openalex.org/I21028721"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chunhwa Ihm","raw_affiliation_strings":["School of Medicine, Eulji University,Dept. of Laboratory Medicine,Daejeon,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Eulji University,Dept. of Laboratory Medicine,Daejeon,South Korea","institution_ids":["https://openalex.org/I21028721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112892272","display_name":"Ji Hun Jeong","orcid":null},"institutions":[{"id":"https://openalex.org/I21028721","display_name":"Eulji University","ror":"https://ror.org/005bty106","country_code":"KR","type":"education","lineage":["https://openalex.org/I21028721"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ji Hun Jeong","raw_affiliation_strings":["ETRI,Field Robotics Research Section,Daejeon,South Korea","School of Medicine, Eulji University,Dept. of Laboratory Medicine,Daejeon,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETRI,Field Robotics Research Section,Daejeon,South Korea","institution_ids":[]},{"raw_affiliation_string":"School of Medicine, Eulji University,Dept. of Laboratory Medicine,Daejeon,South Korea","institution_ids":["https://openalex.org/I21028721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052469785","display_name":"Dae\u2010Yong Song","orcid":"https://orcid.org/0000-0001-5775-6288"},"institutions":[{"id":"https://openalex.org/I21028721","display_name":"Eulji University","ror":"https://ror.org/005bty106","country_code":"KR","type":"education","lineage":["https://openalex.org/I21028721"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dae-Yong Song","raw_affiliation_strings":["School of Medicine, Eulji University,Dept. of Anatomy and Neuroscience,Daejeon,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Eulji University,Dept. of Anatomy and Neuroscience,Daejeon,South Korea","institution_ids":["https://openalex.org/I21028721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059632527","display_name":"Jae\u2010chan Jeong","orcid":null},"institutions":[{"id":"https://openalex.org/I21028721","display_name":"Eulji University","ror":"https://ror.org/005bty106","country_code":"KR","type":"education","lineage":["https://openalex.org/I21028721"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-chan Jeong","raw_affiliation_strings":["ETRI,Field Robotics Research Section,Daejeon,South Korea","School of Medicine, Eulji University,Dept. of Laboratory Medicine,Daejeon,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETRI,Field Robotics Research Section,Daejeon,South Korea","institution_ids":[]},{"raw_affiliation_string":"School of Medicine, Eulji University,Dept. of Laboratory Medicine,Daejeon,South Korea","institution_ids":["https://openalex.org/I21028721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061247576","display_name":"Hyo Bong Hong","orcid":"https://orcid.org/0000-0002-0738-3636"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hyo Bong Hong","raw_affiliation_strings":["ETRI,Field Robotics Research Section,Daejeon,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETRI,Field Robotics Research Section,Daejeon,South Korea","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"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":0.153494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1707","last_page":"1709"},"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":0.958299994468689,"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":0.958299994468689,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/resonator","display_name":"Resonator","score":0.7168477773666382},{"id":"https://openalex.org/keywords/microwave","display_name":"Microwave","score":0.7161232233047485},{"id":"https://openalex.org/keywords/urine","display_name":"Urine","score":0.5006325244903564},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48347145318984985},{"id":"https://openalex.org/keywords/microwave-imaging","display_name":"Microwave imaging","score":0.47741663455963135},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.35159385204315186},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.263359934091568},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21664664149284363},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12552180886268616},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11169478297233582}],"concepts":[{"id":"https://openalex.org/C97126364","wikidata":"https://www.wikidata.org/wiki/Q349669","display_name":"Resonator","level":2,"score":0.7168477773666382},{"id":"https://openalex.org/C44838205","wikidata":"https://www.wikidata.org/wiki/Q127995","display_name":"Microwave","level":2,"score":0.7161232233047485},{"id":"https://openalex.org/C2780026642","wikidata":"https://www.wikidata.org/wiki/Q40924","display_name":"Urine","level":2,"score":0.5006325244903564},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48347145318984985},{"id":"https://openalex.org/C2779885931","wikidata":"https://www.wikidata.org/wiki/Q17010029","display_name":"Microwave imaging","level":3,"score":0.47741663455963135},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.35159385204315186},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.263359934091568},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21664664149284363},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12552180886268616},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11169478297233582}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc62082.2024.10826627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10826627","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1975905816","https://openalex.org/W2071551339","https://openalex.org/W2183341477","https://openalex.org/W2316241459","https://openalex.org/W2518343010","https://openalex.org/W4242100880","https://openalex.org/W4366090909","https://openalex.org/W4381799391"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W4404995717","https://openalex.org/W2016187641","https://openalex.org/W4404725684","https://openalex.org/W4246450666","https://openalex.org/W4388998267","https://openalex.org/W2898370298","https://openalex.org/W2137437058","https://openalex.org/W4321016390","https://openalex.org/W2079569137"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"an":[3],"analysis":[4,68],"of":[5,118],"human":[6],"urine":[7,35],"using":[8],"a":[9,15],"microwave":[10,79],"resonator":[11],"was":[12,28,31],"conducted":[13],"and":[14,25,46,92,99,124],"deep":[16,60],"learning":[17,61],"model":[18],"implemented":[19],"to":[20,33,57,87,95],"distinguish":[21],"between":[22],"uncontrolled":[23],"diabetics":[24,27,73],"controlled":[26,42,51,72],"developed.":[29],"It":[30],"necessary":[32],"collect":[34],"samples":[36],"from":[37],"diabetic":[38,47],"patients":[39,48],"with":[40,49],"poorly":[41],"diabetes,":[43],"normal":[44],"individuals,":[45],"well":[50],"diabetes":[52],"for":[53],"the":[54,85,104,116],"study.":[55],"According":[56],"our":[58,110],"findings,":[59],"methods":[62],"are":[63],"more":[64,96],"accurate":[65],"than":[66],"peak":[67],"techniques":[69],"in":[70,74,109,122],"classifying":[71],"complex":[75],"compounds":[76],"measured":[77],"by":[78],"resonators.":[80],"This":[81],"innovative":[82],"approach":[83],"has":[84,112],"potential":[86],"transform":[88],"early":[89],"disease":[90],"detection":[91],"diagnosis,":[93],"leading":[94],"effective":[97],"treatments":[98],"improved":[100],"patient":[101],"outcomes.":[102],"Furthermore,":[103],"novel":[105],"analytical":[106],"method":[107],"presented":[108],"paper":[111],"broader":[113],"applications,":[114],"including":[115],"classification":[117],"intricate":[119],"chemical":[120],"components":[121],"foods":[123],"natural":[125],"products.":[126]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
