{"id":"https://openalex.org/W4296474057","doi":"https://doi.org/10.1145/3543712.3543734","title":"Prediction of Metabolic Syndrome based on Non-invasive Measurement Features for Chronic Disease Management","display_name":"Prediction of Metabolic Syndrome based on Non-invasive Measurement Features for Chronic Disease Management","publication_year":2022,"publication_date":"2022-05-12","ids":{"openalex":"https://openalex.org/W4296474057","doi":"https://doi.org/10.1145/3543712.3543734"},"language":"en","primary_location":{"id":"doi:10.1145/3543712.3543734","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3543712.3543734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 8th International Conference on Computer Technology Applications","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":null,"display_name":"HYUNSEOK SHIN","orcid":null},"institutions":[{"id":"https://openalex.org/I89015989","display_name":"Dankook University","ror":"https://ror.org/058pdbn81","country_code":"KR","type":"education","lineage":["https://openalex.org/I89015989"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"HYUNSEOK SHIN","raw_affiliation_strings":["Department of Computer Science, Dankook University, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dankook University, South Korea","institution_ids":["https://openalex.org/I89015989"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108412961","display_name":"Simon Shim","orcid":null},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"SIMON SHIM","raw_affiliation_strings":["Department of Computer Engineering, San Jose State University, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, San Jose State University, USA","institution_ids":["https://openalex.org/I51504820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112127684","display_name":"Charles Choo","orcid":null},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"CHARLES CHOO","raw_affiliation_strings":["Department of Electrical Engineering, San Jose State University, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, San Jose State University, USA","institution_ids":["https://openalex.org/I51504820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014175226","display_name":"Doosung Hwang","orcid":"https://orcid.org/0000-0003-1840-9296"},"institutions":[{"id":"https://openalex.org/I89015989","display_name":"Dankook University","ror":"https://ror.org/058pdbn81","country_code":"KR","type":"education","lineage":["https://openalex.org/I89015989"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"DOOSUNG HWANG","raw_affiliation_strings":["Department of Software Science, Dankook University, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Software Science, Dankook University, South Korea","institution_ids":["https://openalex.org/I89015989"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058005616","display_name":"Yunmook Nah","orcid":null},"institutions":[{"id":"https://openalex.org/I89015989","display_name":"Dankook University","ror":"https://ror.org/058pdbn81","country_code":"KR","type":"education","lineage":["https://openalex.org/I89015989"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"YUNMOOK NAH","raw_affiliation_strings":["Department of Applied Computer Engineering, Dankook University, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Applied Computer Engineering, Dankook University, South Korea","institution_ids":["https://openalex.org/I89015989"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012002123","display_name":"Sejong Oh","orcid":"https://orcid.org/0000-0002-9365-274X"},"institutions":[{"id":"https://openalex.org/I89015989","display_name":"Dankook University","ror":"https://ror.org/058pdbn81","country_code":"KR","type":"education","lineage":["https://openalex.org/I89015989"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"SEJONG OH","raw_affiliation_strings":["Department of Software Science, Dankook University, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Software Science, Dankook University, South Korea","institution_ids":["https://openalex.org/I89015989"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I89015989"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17554454,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"242","last_page":"248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T10866","display_name":"Nutritional Studies and Diet","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9855999946594238,"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/T10027","display_name":"Diabetes, Cardiovascular Risks, and Lipoproteins","score":0.9523000121116638,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/metabolic-syndrome","display_name":"Metabolic syndrome","score":0.8788149356842041},{"id":"https://openalex.org/keywords/waist","display_name":"Waist","score":0.7170490026473999},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.6278896927833557},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.6175097227096558},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5900587439537048},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.4730241298675537},{"id":"https://openalex.org/keywords/metabolic-disease","display_name":"Metabolic disease","score":0.4242081642150879},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.3304480016231537},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32970166206359863},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3083244562149048},{"id":"https://openalex.org/keywords/obesity","display_name":"Obesity","score":0.23271602392196655},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.09820103645324707}],"concepts":[{"id":"https://openalex.org/C2780578515","wikidata":"https://www.wikidata.org/wiki/Q657193","display_name":"Metabolic syndrome","level":3,"score":0.8788149356842041},{"id":"https://openalex.org/C2776193436","wikidata":"https://www.wikidata.org/wiki/Q236232","display_name":"Waist","level":3,"score":0.7170490026473999},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.6278896927833557},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.6175097227096558},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5900587439537048},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.4730241298675537},{"id":"https://openalex.org/C2991848491","wikidata":"https://www.wikidata.org/wiki/Q2351083","display_name":"Metabolic disease","level":2,"score":0.4242081642150879},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3304480016231537},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32970166206359863},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3083244562149048},{"id":"https://openalex.org/C511355011","wikidata":"https://www.wikidata.org/wiki/Q12174","display_name":"Obesity","level":2,"score":0.23271602392196655},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.09820103645324707}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3543712.3543734","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3543712.3543734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 8th International Conference on Computer Technology Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4807028934","display_name":null,"funder_award_id":"2021-0-01531","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2128197947","https://openalex.org/W2227950113","https://openalex.org/W2262434964","https://openalex.org/W2341084900","https://openalex.org/W3000320523","https://openalex.org/W3026706331","https://openalex.org/W3107156485","https://openalex.org/W3152828229","https://openalex.org/W3163785938","https://openalex.org/W3167904738","https://openalex.org/W4205542267","https://openalex.org/W4205883721"],"related_works":["https://openalex.org/W2376494475","https://openalex.org/W1991965293","https://openalex.org/W3203496442","https://openalex.org/W2110332595","https://openalex.org/W2016457277","https://openalex.org/W2521243952","https://openalex.org/W2253220613","https://openalex.org/W3029698927","https://openalex.org/W2131270722","https://openalex.org/W2527116929"],"abstract_inverted_index":{"Metabolic":[0,13,32,51],"syndrome":[1,14,33,52,88,171],"is":[2,15,77,105],"a":[3,68,81,91,109,160],"chronic":[4],"disease":[5],"in":[6,36],"which":[7],"metabolism-related":[8],"abnormal":[9,23],"factors":[10,24],"are":[11,48,67],"complex.":[12],"currently":[16],"diagnosed":[17],"by":[18,57],"determining":[19],"the":[20,41,72,145,165,182,186],"number":[21],"of":[22,98,147,188],"based":[25,191],"on":[26,192],"physical":[27,117],"measurements":[28,118],"and":[29,46,103,119,133,195],"blood":[30,65,92,120,155,196],"tests.":[31],"causes":[34],"complications":[35],"patients":[37],"with":[38,154],"diabetes":[39],"or":[40],"cardiovascular":[42],"system;":[43],"therefore,":[44],"prevention":[45],"management":[47],"particularly":[49],"important.":[50],"can":[53,84],"be":[54],"prevented":[55],"effectively":[56],"allowing":[58],"individuals":[59],"to":[60,71,79,107,128,144,167,180],"manage":[61,169],"it":[62],"themselves;":[63],"however,":[64],"tests":[66],"major":[69],"obstacle":[70],"public.":[73],"Therefore,":[74],"this":[75],"study":[76],"conducted":[78],"devise":[80],"method":[82],"that":[83,141,163],"easily":[85,168],"predict":[86],"metabolic":[87,148,170],"without":[89],"requiring":[90],"test.":[93,156],"A":[94],"dataset":[95,113],"containing":[96],"data":[97],"69,944":[99],"adult":[100],"Korean":[101],"men":[102],"women":[104],"used":[106],"develop":[108],"predictive":[110,161,183],"model.":[111],"This":[112],"contains":[114],"not":[115],"only":[116,173],"test":[121],"results,":[122],"but":[123],"also":[124],"life":[125],"logs":[126],"pertaining":[127],"diet,":[129],"food":[130],"intake,":[131],"drinking,":[132],"smoking.":[134],"Using":[135],"these":[136],"data,":[137],"we":[138,158,177],"identify":[139],"features":[140],"contribute":[142],"significantly":[143],"prediction":[146],"syndrome,":[149],"except":[150],"for":[151],"items":[152],"associated":[153],"Finally,":[157],"propose":[159],"model":[162],"allows":[164],"public":[166],"using":[172],"non-invasive":[174],"factors.":[175],"Furthermore,":[176],"investigate":[178],"methods":[179],"improve":[181],"performance":[184],"from":[185],"perspective":[187],"four":[189],"subgroups,":[190],"waist":[193],"circumference":[194],"pressure.":[197]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}