{"id":"https://openalex.org/W2908995516","doi":"https://doi.org/10.1145/3290688.3290730","title":"Understanding the Comorbidity of Multiple Chronic Diseases Using a Network Approach","display_name":"Understanding the Comorbidity of Multiple Chronic Diseases Using a Network Approach","publication_year":2019,"publication_date":"2019-01-14","ids":{"openalex":"https://openalex.org/W2908995516","doi":"https://doi.org/10.1145/3290688.3290730","mag":"2908995516"},"language":"en","primary_location":{"id":"doi:10.1145/3290688.3290730","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3290688.3290730","pdf_url":null,"source":{"id":"https://openalex.org/S4306524001","display_name":"Proceedings of the Australasian Computer Science Week Multiconference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Australasian Computer Science Week Multiconference","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/A5027942770","display_name":"Md Ekramul Hossain","orcid":"https://orcid.org/0000-0001-6913-8313"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Md Ekramul Hossain","raw_affiliation_strings":["Complex Systems Research Group, The University of Sydney, Sydney, New South Wales, Australia"],"affiliations":[{"raw_affiliation_string":"Complex Systems Research Group, The University of Sydney, Sydney, New South Wales, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050771060","display_name":"Arif Khan","orcid":"https://orcid.org/0000-0002-5793-933X"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]},{"id":"https://openalex.org/I4210117369","display_name":"RoZetta Institute","ror":"https://ror.org/02ex29a12","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I4210117369"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Arif khan","raw_affiliation_strings":["Complex Systems Research Group, The University of Sydney, Sydney, New South Wales, Australia and Health Market Quality Research Program, Capital Markets CRC, Sydney, New South Wales, Australia"],"affiliations":[{"raw_affiliation_string":"Complex Systems Research Group, The University of Sydney, Sydney, New South Wales, Australia and Health Market Quality Research Program, Capital Markets CRC, Sydney, New South Wales, Australia","institution_ids":["https://openalex.org/I4210117369","https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073472514","display_name":"Shahadat Uddin","orcid":"https://orcid.org/0000-0003-0091-6919"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shahadat Uddin","raw_affiliation_strings":["Complex Systems Research Group, The University of Sydney, Sydney, New South Wales, Australia"],"affiliations":[{"raw_affiliation_string":"Complex Systems Research Group, The University of Sydney, Sydney, New South Wales, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027942770"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":null,"apc_paid":null,"fwci":0.7962,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.72109832,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12246","display_name":"Chronic Disease Management Strategies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T12246","display_name":"Chronic Disease Management Strategies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10793","display_name":"Diabetes Management and Education","score":0.9580000042915344,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9279000163078308,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/comorbidity","display_name":"Comorbidity","score":0.9136216640472412},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.6780680418014526},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6271018981933594},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.6045749187469482},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.5982040166854858},{"id":"https://openalex.org/keywords/chronic-disease","display_name":"Chronic disease","score":0.5975062847137451},{"id":"https://openalex.org/keywords/kidney-disease","display_name":"Kidney disease","score":0.5910087823867798},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.48565781116485596},{"id":"https://openalex.org/keywords/type-2-diabetes","display_name":"Type 2 diabetes","score":0.4727410078048706},{"id":"https://openalex.org/keywords/multiple-chronic-conditions","display_name":"Multiple Chronic Conditions","score":0.44522422552108765},{"id":"https://openalex.org/keywords/disease-management","display_name":"Disease management","score":0.4374573528766632},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.18715691566467285},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.15281397104263306}],"concepts":[{"id":"https://openalex.org/C2779159551","wikidata":"https://www.wikidata.org/wiki/Q1414874","display_name":"Comorbidity","level":2,"score":0.9136216640472412},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.6780680418014526},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6271018981933594},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.6045749187469482},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.5982040166854858},{"id":"https://openalex.org/C2987552334","wikidata":"https://www.wikidata.org/wiki/Q383126","display_name":"Chronic disease","level":2,"score":0.5975062847137451},{"id":"https://openalex.org/C2778653478","wikidata":"https://www.wikidata.org/wiki/Q1054718","display_name":"Kidney disease","level":2,"score":0.5910087823867798},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.48565781116485596},{"id":"https://openalex.org/C2777180221","wikidata":"https://www.wikidata.org/wiki/Q3025883","display_name":"Type 2 diabetes","level":3,"score":0.4727410078048706},{"id":"https://openalex.org/C2909048080","wikidata":"https://www.wikidata.org/wiki/Q2712836","display_name":"Multiple Chronic Conditions","level":3,"score":0.44522422552108765},{"id":"https://openalex.org/C2982889124","wikidata":"https://www.wikidata.org/wiki/Q107439039","display_name":"Disease management","level":4,"score":0.4374573528766632},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.18715691566467285},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15281397104263306},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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:10.1145/3290688.3290730","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3290688.3290730","pdf_url":null,"source":{"id":"https://openalex.org/S4306524001","display_name":"Proceedings of the Australasian Computer Science Week Multiconference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Australasian Computer Science Week Multiconference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.5,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1564233179","https://openalex.org/W1587157779","https://openalex.org/W1809230663","https://openalex.org/W1971788485","https://openalex.org/W1972588194","https://openalex.org/W1997578267","https://openalex.org/W2000445173","https://openalex.org/W2012577975","https://openalex.org/W2016598865","https://openalex.org/W2021669309","https://openalex.org/W2028533363","https://openalex.org/W2044064563","https://openalex.org/W2048231652","https://openalex.org/W2053365438","https://openalex.org/W2057780602","https://openalex.org/W2079474654","https://openalex.org/W2091585309","https://openalex.org/W2121593241","https://openalex.org/W2121815876","https://openalex.org/W2125404607","https://openalex.org/W2125910575","https://openalex.org/W2131863095","https://openalex.org/W2134783591","https://openalex.org/W2149030597","https://openalex.org/W2150845035","https://openalex.org/W2171265988","https://openalex.org/W2216924858","https://openalex.org/W2262809571","https://openalex.org/W2750342792","https://openalex.org/W2789535573","https://openalex.org/W2797082239","https://openalex.org/W2871951898","https://openalex.org/W2951271819","https://openalex.org/W3126033509","https://openalex.org/W4301030907"],"related_works":["https://openalex.org/W2003582558","https://openalex.org/W276079961","https://openalex.org/W2899939588","https://openalex.org/W1996959291","https://openalex.org/W1518635607","https://openalex.org/W2911052053","https://openalex.org/W2963538759","https://openalex.org/W2092841449","https://openalex.org/W2762976125","https://openalex.org/W2030313309"],"abstract_inverted_index":{"Chronic":[0],"diseases":[1,34,128,145],"and":[2,78,114,156,181],"associated":[3],"conditions":[4],"are":[5,25],"the":[6,14,23,28,41,53,76,91,123,136,162,168,192],"leading":[7,134],"causes":[8],"of":[9,13,30,60,81,93,125,138,164,197],"death":[10],"in":[11],"most":[12],"countries":[15],"worldwide.":[16],"Due":[17],"to":[18,40,85,121,135,147,184],"this,":[19],"governments":[20,180],"all":[21],"over":[22],"world":[24],"concerned":[26],"about":[27],"burden":[29],"chronic":[31,50,61,95,100,127,200],"diseases.":[32,101,201],"These":[33],"often":[35],"pose":[36],"severe":[37],"health":[38,182],"risks":[39],"patients":[42,193],"when":[43],"they":[44],"suffer":[45],"from":[46],"more":[47],"than":[48,98],"one":[49],"disease":[51,96,158,166],"at":[52,194],"same":[54],"time":[55],"(also":[56],"named":[57],"as":[58],"comorbidity":[59,124],"disease).":[62,140],"Several":[63],"prediction":[64],"approaches":[65],"utilizing":[66],"routinely":[67],"collected":[68],"administrative":[69,118],"healthcare":[70,119],"data":[71,120],"have":[72,87],"been":[73],"developed":[74],"for":[75,167,177,191],"prevention":[77,187],"better":[79],"management":[80,189],"comorbidity.":[82],"Most":[83],"studies":[84],"date":[86],"focused":[88],"on":[89],"understanding":[90],"progression":[92,163],"single":[94],"rather":[97],"multiple":[99,199],"In":[102],"this":[103],"study,":[104],"a":[105],"research":[106],"framework":[107,173],"is":[108],"proposed":[109,172],"using":[110,117],"social":[111],"network":[112],"analysis":[113],"graph":[115],"theory":[116],"understand":[122],"two":[126],"(i.e.,":[129],"type":[130],"2":[131],"diabetes":[132],"(T2D)":[133],"development":[137],"cardiovascular":[139,165],"The":[141,171],"results":[142],"show":[143],"that":[144],"related":[146],"blood":[148,151],"(e.g.,":[149],"high":[150,154,195],"pressure":[152],"or":[153,188],"cholesterol)":[155],"kidney":[157],"occurred":[159],"frequently":[160],"during":[161],"T2D":[169],"patients.":[170],"could":[174],"be":[175],"useful":[176],"stakeholders":[178],"including":[179],"insurers":[183],"adopt":[185],"appropriate":[186],"program":[190],"risk":[196],"developing":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
