{"id":"https://openalex.org/W3024950300","doi":"https://doi.org/10.1109/iciot48696.2020.9089545","title":"Identification of Potential Risk Factors of Diabetes for the Qatari Population","display_name":"Identification of Potential Risk Factors of Diabetes for the Qatari Population","publication_year":2020,"publication_date":"2020-02-01","ids":{"openalex":"https://openalex.org/W3024950300","doi":"https://doi.org/10.1109/iciot48696.2020.9089545","mag":"3024950300"},"language":"en","primary_location":{"id":"doi:10.1109/iciot48696.2020.9089545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciot48696.2020.9089545","pdf_url":null,"source":{"id":"https://openalex.org/S4306498678","display_name":"2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT)","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/A5081461422","display_name":"Saleh Musleh","orcid":"https://orcid.org/0000-0001-6536-2473"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Saleh Musleh","raw_affiliation_strings":["Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073854686","display_name":"Tanvir Alam","orcid":"https://orcid.org/0000-0001-7033-3693"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Tanvir Alam","raw_affiliation_strings":["Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072662577","display_name":"Abdesselam Bouzerdoum","orcid":"https://orcid.org/0000-0002-9163-0045"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abdesselam Bouzerdoum","raw_affiliation_strings":["School of Electrical, Computer, and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Computer, and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053691175","display_name":"Samir Brahim Belhaouari","orcid":"https://orcid.org/0000-0003-2336-0490"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Samir B. Belhaouari","raw_affiliation_strings":["Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107302361","display_name":"Hamza Baali","orcid":"https://orcid.org/0000-0002-6310-0418"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Hamza Baali","raw_affiliation_strings":["Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5081461422"],"corresponding_institution_ids":["https://openalex.org/I4210144839"],"apc_list":null,"apc_paid":null,"fwci":0.7673,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.70098039,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"243","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9706000089645386,"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/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9463000297546387,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/biobank","display_name":"Biobank","score":0.7690268754959106},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.668234646320343},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.666372537612915},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.601139485836029},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.524511456489563},{"id":"https://openalex.org/keywords/cohort-study","display_name":"Cohort study","score":0.4294043779373169},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3915645182132721},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3370437026023865},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3297008275985718},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.29901182651519775},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.24008038640022278},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.21646007895469666},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12449139356613159},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.11896669864654541}],"concepts":[{"id":"https://openalex.org/C116567970","wikidata":"https://www.wikidata.org/wiki/Q864217","display_name":"Biobank","level":2,"score":0.7690268754959106},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.668234646320343},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.666372537612915},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.601139485836029},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.524511456489563},{"id":"https://openalex.org/C201903717","wikidata":"https://www.wikidata.org/wiki/Q1778788","display_name":"Cohort study","level":2,"score":0.4294043779373169},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3915645182132721},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3370437026023865},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3297008275985718},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.29901182651519775},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.24008038640022278},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.21646007895469666},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12449139356613159},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.11896669864654541}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iciot48696.2020.9089545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciot48696.2020.9089545","pdf_url":null,"source":{"id":"https://openalex.org/S4306498678","display_name":"2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT)","raw_type":"proceedings-article"},{"id":"pmh:oai:ro.uow.edu.au:eispapers1-5077","is_oa":false,"landing_page_url":"https://ro.uow.edu.au/eispapers1/4050","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty of Engineering and Information Sciences - Papers: Part B","raw_type":"presentation"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1799813454","https://openalex.org/W2088068024","https://openalex.org/W2111141578","https://openalex.org/W2119387367","https://openalex.org/W2154857534","https://openalex.org/W2157784421","https://openalex.org/W2805887458","https://openalex.org/W2900329012","https://openalex.org/W4232265651","https://openalex.org/W4241151929","https://openalex.org/W4288634721"],"related_works":["https://openalex.org/W3113746618","https://openalex.org/W4226051228","https://openalex.org/W1606496894","https://openalex.org/W3081332639","https://openalex.org/W2782606626","https://openalex.org/W2055704044","https://openalex.org/W1986135018","https://openalex.org/W2148718224","https://openalex.org/W2103425699","https://openalex.org/W2330453918"],"abstract_inverted_index":{"Large-scale":[0],"cohorts":[1],"are":[2,45],"established":[3],"in":[4,61,130,180],"different":[5],"regions":[6],"of":[7,15,116,196,207],"the":[8,12,33,41,50,62,87,103,107,114,138,149,172,191,194,197,202,208],"world":[9],"to":[10,24,40,76,83,86,98,164],"identify":[11,77],"complex":[13],"interaction":[14],"genetic,":[16],"environmental,":[17],"and":[18,146],"lifestyle-related":[19],"factors":[20,57,79,125,200],"that":[21,80,126],"may":[22,81],"contribute":[23,82],"chronic":[25],"diseases":[26],"including":[27],"diabetes.":[28],"Qatar":[29],"Biobank":[30],"(QBB)":[31],"is":[32],"largest":[34],"repository":[35],"for":[36,59,110,193],"cohort":[37],"study":[38],"specific":[39,85],"Qatari":[42,63,88,209],"population.":[43,64,89,210],"There":[44],"few":[46],"studies":[47],"based":[48],"on":[49],"QBB":[51,96],"cohort,":[52],"which":[53],"highlighted":[54],"multiple":[55],"risk":[56,124,140,152,156,199],"responsible":[58],"diabetes":[60,84,204],"However,":[65],"no":[66],"comprehensive":[67],"research":[68],"has":[69],"been":[70],"done":[71],"using":[72,95],"machine":[73],"learning":[74],"techniques":[75],"key":[78],"We":[90],"developed":[91,160],"several":[92,117,161],"machine-learning":[93,162],"models":[94,163],"data":[97],"classify":[99,165],"diabetic":[100,132,166,182],"patients":[101,133],"from":[102,134,168,184],"non-diabetic":[104,185],"participants":[105],"forming":[106],"control":[108],"group":[109],"this":[111],"study.":[112],"From":[113,137],"roster":[115],"hundred":[118],"measurements,":[119],"we":[120,142,158],"identified":[121,139,198],"25":[122],"potential":[123],"might":[127],"be":[128],"influential":[129,151],"distinguishing":[131],"nondiabetic":[135],"participants.":[136],"factors,":[141,157],"ranked":[143],"HbAlc,":[144],"Glucose,":[145],"LDL-Cholesterol":[147],"as":[148],"most":[150],"factors.":[153],"Using":[154],"these":[155],"also":[159],"subjects":[167,183],"healthy":[169],"subjects.":[170,186],"Overall,":[171],"classifiers":[173],"achieved":[174],"<sub":[175],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[176],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">~</sub>":[177],"0.85":[178],"F1-score":[179],"classifying":[181],"Further":[187],"investigation":[188],"will":[189],"pave":[190],"way":[192],"inclusion":[195],"into":[201],"standard":[203],"screening":[205],"process":[206]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
