{"id":"https://openalex.org/W2977194317","doi":"https://doi.org/10.1109/icdim.2018.8847123","title":"On the Analysis of a Public Dataset for Diabetes","display_name":"On the Analysis of a Public Dataset for Diabetes","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2977194317","doi":"https://doi.org/10.1109/icdim.2018.8847123","mag":"2977194317"},"language":"en","primary_location":{"id":"doi:10.1109/icdim.2018.8847123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdim.2018.8847123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Thirteenth International Conference on Digital Information Management (ICDIM)","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/A5048142879","display_name":"Abdihakim Mao","orcid":null},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Abdihakim Mao","raw_affiliation_strings":["School of Information Technology, Carleton University, Ottawa, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Carleton University, Ottawa, Ontario, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087753797","display_name":"M. Omair Shafiq","orcid":"https://orcid.org/0000-0002-1859-8296"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"M. Omair Shafiq","raw_affiliation_strings":["School of Information Technology, Carleton University, Ottawa, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Carleton University, Ottawa, Ontario, Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048142879"],"corresponding_institution_ids":["https://openalex.org/I67031392"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.24639803,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"3","issue":null,"first_page":"88","last_page":"93"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9979000091552734,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9951000213623047,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.71901535987854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6765082478523254},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.597796618938446},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.5780553817749023},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5189616084098816},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4883386790752411},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.4462166130542755},{"id":"https://openalex.org/keywords/medical-information","display_name":"Medical information","score":0.44577574729919434},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3844947814941406},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.30398476123809814},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27541854977607727}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.71901535987854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6765082478523254},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.597796618938446},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.5780553817749023},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5189616084098816},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4883386790752411},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.4462166130542755},{"id":"https://openalex.org/C3019150057","wikidata":"https://www.wikidata.org/wiki/Q92779279","display_name":"Medical information","level":2,"score":0.44577574729919434},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3844947814941406},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.30398476123809814},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27541854977607727},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdim.2018.8847123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdim.2018.8847123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Thirteenth International Conference on Digital Information Management (ICDIM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W117124045","https://openalex.org/W809159567","https://openalex.org/W1503025338","https://openalex.org/W1545333017","https://openalex.org/W2014226385","https://openalex.org/W2269152073","https://openalex.org/W2293405082","https://openalex.org/W2535983141","https://openalex.org/W2543154812","https://openalex.org/W2588596766","https://openalex.org/W2607651637","https://openalex.org/W2609101909","https://openalex.org/W2737729421","https://openalex.org/W2770454880","https://openalex.org/W3120740533","https://openalex.org/W4298912823","https://openalex.org/W6632756417","https://openalex.org/W6693432053","https://openalex.org/W6741821105"],"related_works":["https://openalex.org/W1574055964","https://openalex.org/W4200203496","https://openalex.org/W4225274103","https://openalex.org/W2327791771","https://openalex.org/W1977623637","https://openalex.org/W2134678736","https://openalex.org/W2027333138","https://openalex.org/W4320153508","https://openalex.org/W2049444071","https://openalex.org/W2803780373"],"abstract_inverted_index":{"Analyzing":[0],"data":[1,59],"by":[2,21,72],"visualization":[3,60],"can":[4],"help":[5,92],"medical":[6,97],"institutions":[7,98],"make":[8],"more":[9],"informed":[10],"decisions":[11],"on":[12,33,50],"the":[13,22,51,68,77,81,88],"admission":[14],"of":[15,24,42,67,105],"future":[16,100],"patients.":[17],"A":[18],"dataset":[19,53,69,90],"provided":[20],"University":[23],"California,":[25],"Irvine,":[26],"(UCI)":[27],"Machine":[28],"Learning":[29],"Repository":[30],"contains":[31],"information":[32,95],"patients":[34,102],"with":[35],"diabetes":[36,52,89],"that":[37],"represents":[38],"10":[39],"years":[40],"(1999-2008)":[41],"clinical":[43],"care":[44],"at":[45],"130":[46],"US":[47],"hospitals.":[48],"Charts":[49],"were":[54],"created":[55],"using":[56],"Tableau,":[57],"a":[58],"software.":[61],"In":[62],"addition,":[63],"an":[64],"extensive":[65],"analysis":[66],"was":[70],"completed":[71],"providing":[73],"possible":[74],"reasons":[75],"for":[76],"output":[78],"found":[79],"in":[80,103],"charts.":[82],"The":[83],"knowledge":[84],"obtained":[85],"from":[86],"analyzing":[87],"will":[91],"provide":[93],"important":[94],"to":[96],"concerning":[99],"diabetic":[101],"need":[104],"hospital":[106],"services.":[107]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}