{"id":"https://openalex.org/W3191763290","doi":"https://doi.org/10.3390/info12080326","title":"Data Analysis of the Risks of Type 2 Diabetes Mellitus Complications before Death Using a Data-Driven Modelling Approach: Methodologies and Challenges in Prolonged Diseases","display_name":"Data Analysis of the Risks of Type 2 Diabetes Mellitus Complications before Death Using a Data-Driven Modelling Approach: Methodologies and Challenges in Prolonged Diseases","publication_year":2021,"publication_date":"2021-08-12","ids":{"openalex":"https://openalex.org/W3191763290","doi":"https://doi.org/10.3390/info12080326","mag":"3191763290"},"language":"en","primary_location":{"id":"doi:10.3390/info12080326","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12080326","pdf_url":"https://www.mdpi.com/2078-2489/12/8/326/pdf?version=1628827878","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/12/8/326/pdf?version=1628827878","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071411059","display_name":"Ming\u2010Yen Lin","orcid":"https://orcid.org/0000-0002-8194-4833"},"institutions":[{"id":"https://openalex.org/I152743029","display_name":"Kaohsiung Medical University","ror":"https://ror.org/03gk81f96","country_code":"TW","type":"education","lineage":["https://openalex.org/I152743029"]},{"id":"https://openalex.org/I2802587341","display_name":"Kaohsiung Medical University Chung-Ho Memorial Hospital","ror":"https://ror.org/02xmkec90","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I2802587341"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Yen Lin","raw_affiliation_strings":["Department of Renal Care, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan","Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Renal Care, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan","institution_ids":["https://openalex.org/I152743029"]},{"raw_affiliation_string":"Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan","institution_ids":["https://openalex.org/I152743029","https://openalex.org/I2802587341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066985721","display_name":"Jia\u2010Sin Liu","orcid":"https://orcid.org/0000-0002-7603-0826"},"institutions":[{"id":"https://openalex.org/I152743029","display_name":"Kaohsiung Medical University","ror":"https://ror.org/03gk81f96","country_code":"TW","type":"education","lineage":["https://openalex.org/I152743029"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jia-Sin Liu","raw_affiliation_strings":["Department of Public Health, College of Health Science, Kaohsiung Medical University, Kaohsiung 807, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Public Health, College of Health Science, Kaohsiung Medical University, Kaohsiung 807, Taiwan","institution_ids":["https://openalex.org/I152743029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036776287","display_name":"Tzu-Yang Huang","orcid":"https://orcid.org/0000-0002-5357-1267"},"institutions":[{"id":"https://openalex.org/I87354575","display_name":"National Chengchi University","ror":"https://ror.org/03rqk8h36","country_code":"TW","type":"education","lineage":["https://openalex.org/I87354575"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tzu-Yang Huang","raw_affiliation_strings":["Department of Mathematical Sciences, National Chengchi University, Taipei City 116, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, National Chengchi University, Taipei City 116, Taiwan","institution_ids":["https://openalex.org/I87354575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047816865","display_name":"Ping\u2010Hsun Wu","orcid":"https://orcid.org/0000-0003-1021-8161"},"institutions":[{"id":"https://openalex.org/I152743029","display_name":"Kaohsiung Medical University","ror":"https://ror.org/03gk81f96","country_code":"TW","type":"education","lineage":["https://openalex.org/I152743029"]},{"id":"https://openalex.org/I2802587341","display_name":"Kaohsiung Medical University Chung-Ho Memorial Hospital","ror":"https://ror.org/02xmkec90","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I2802587341"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ping-Hsun Wu","raw_affiliation_strings":["Department of Renal Care, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan","Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan"],"raw_orcid":"https://orcid.org/0000-0003-1021-8161","affiliations":[{"raw_affiliation_string":"Department of Renal Care, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan","institution_ids":["https://openalex.org/I152743029"]},{"raw_affiliation_string":"Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan","institution_ids":["https://openalex.org/I152743029","https://openalex.org/I2802587341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061650893","display_name":"Yi\u2010Wen Chiu","orcid":"https://orcid.org/0000-0001-6840-5440"},"institutions":[{"id":"https://openalex.org/I152743029","display_name":"Kaohsiung Medical University","ror":"https://ror.org/03gk81f96","country_code":"TW","type":"education","lineage":["https://openalex.org/I152743029"]},{"id":"https://openalex.org/I2802587341","display_name":"Kaohsiung Medical University Chung-Ho Memorial Hospital","ror":"https://ror.org/02xmkec90","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I2802587341"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Wen Chiu","raw_affiliation_strings":["Department of Renal Care, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan","Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-6840-5440","affiliations":[{"raw_affiliation_string":"Department of Renal Care, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan","institution_ids":["https://openalex.org/I152743029"]},{"raw_affiliation_string":"Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan","institution_ids":["https://openalex.org/I152743029","https://openalex.org/I2802587341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006616917","display_name":"Yihuang Kang","orcid":"https://orcid.org/0000-0003-4431-7977"},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yihuang Kang","raw_affiliation_strings":["Department of Information and Management, National Sun Yat-Sen University, Kaohsiung 804, Taiwan"],"raw_orcid":"https://orcid.org/0000-0003-4431-7977","affiliations":[{"raw_affiliation_string":"Department of Information and Management, National Sun Yat-Sen University, Kaohsiung 804, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009323195","display_name":"Chih\u2010Cheng Hsu","orcid":"https://orcid.org/0000-0003-4563-4341"},"institutions":[{"id":"https://openalex.org/I165441096","display_name":"National Health Research Institutes","ror":"https://ror.org/02r6fpx29","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I165441096"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Cheng Hsu","raw_affiliation_strings":["Institute of Population Health Sciences, National Health Research Institutes, Miaoli County 350, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Population Health Sciences, National Health Research Institutes, Miaoli County 350, Taiwan","institution_ids":["https://openalex.org/I165441096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085653817","display_name":"Shang\u2010Jyh Hwang","orcid":"https://orcid.org/0000-0002-9404-3305"},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]},{"id":"https://openalex.org/I152743029","display_name":"Kaohsiung Medical University","ror":"https://ror.org/03gk81f96","country_code":"TW","type":"education","lineage":["https://openalex.org/I152743029"]},{"id":"https://openalex.org/I2802587341","display_name":"Kaohsiung Medical University Chung-Ho Memorial Hospital","ror":"https://ror.org/02xmkec90","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I2802587341"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shang-Jyh Hwang","raw_affiliation_strings":["Department of Information and Management, National Sun Yat-Sen University, Kaohsiung 804, Taiwan","Department of Renal Care, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan","Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan","Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Management, National Sun Yat-Sen University, Kaohsiung 804, Taiwan","institution_ids":["https://openalex.org/I142974352"]},{"raw_affiliation_string":"Department of Renal Care, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan","institution_ids":["https://openalex.org/I152743029"]},{"raw_affiliation_string":"Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan","institution_ids":["https://openalex.org/I152743029","https://openalex.org/I2802587341"]},{"raw_affiliation_string":"Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan","institution_ids":["https://openalex.org/I152743029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018769601","display_name":"Hsing Luh","orcid":"https://orcid.org/0000-0002-7570-0584"},"institutions":[{"id":"https://openalex.org/I87354575","display_name":"National Chengchi University","ror":"https://ror.org/03rqk8h36","country_code":"TW","type":"education","lineage":["https://openalex.org/I87354575"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Hsing Luh","raw_affiliation_strings":["Department of Mathematical Sciences, National Chengchi University, Taipei City 116, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-7570-0584","affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, National Chengchi University, Taipei City 116, Taiwan","institution_ids":["https://openalex.org/I87354575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5018769601"],"corresponding_institution_ids":["https://openalex.org/I87354575"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":0.999,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75545432,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"12","issue":"8","first_page":"326","last_page":"326"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12246","display_name":"Chronic Disease Management Strategies","score":0.9937000274658203,"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":0.9937000274658203,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9922000169754028,"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":0.9901999831199646,"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/medicine","display_name":"Medicine","score":0.5860072374343872},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.5732202529907227},{"id":"https://openalex.org/keywords/reimbursement","display_name":"Reimbursement","score":0.5214464068412781},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5100417733192444},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4608338475227356},{"id":"https://openalex.org/keywords/cohort-study","display_name":"Cohort study","score":0.4583129584789276},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.45650914311408997},{"id":"https://openalex.org/keywords/type-2-diabetes-mellitus","display_name":"Type 2 Diabetes Mellitus","score":0.4275818169116974},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.41085001826286316},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3872799575328827},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.3651798367500305},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35747990012168884},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23293423652648926},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.19064483046531677},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.09395033121109009}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5860072374343872},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.5732202529907227},{"id":"https://openalex.org/C2779703844","wikidata":"https://www.wikidata.org/wiki/Q760125","display_name":"Reimbursement","level":3,"score":0.5214464068412781},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5100417733192444},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4608338475227356},{"id":"https://openalex.org/C201903717","wikidata":"https://www.wikidata.org/wiki/Q1778788","display_name":"Cohort study","level":2,"score":0.4583129584789276},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.45650914311408997},{"id":"https://openalex.org/C2910068830","wikidata":"https://www.wikidata.org/wiki/Q3025883","display_name":"Type 2 Diabetes Mellitus","level":3,"score":0.4275818169116974},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.41085001826286316},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3872799575328827},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.3651798367500305},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35747990012168884},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23293423652648926},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.19064483046531677},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.09395033121109009},{"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},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/info12080326","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12080326","pdf_url":"https://www.mdpi.com/2078-2489/12/8/326/pdf?version=1628827878","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8c9fa8724bc9456c8aae24244f68f9a8","is_oa":true,"landing_page_url":"https://doaj.org/article/8c9fa8724bc9456c8aae24244f68f9a8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 12, Iss 8, p 326 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/12/8/326/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info12080326","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information; Volume 12; Issue 8; Pages: 326","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info12080326","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12080326","pdf_url":"https://www.mdpi.com/2078-2489/12/8/326/pdf?version=1628827878","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3191763290.pdf","grobid_xml":"https://content.openalex.org/works/W3191763290.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W163758123","https://openalex.org/W1567871412","https://openalex.org/W1992557526","https://openalex.org/W1993997366","https://openalex.org/W2000095050","https://openalex.org/W2019305790","https://openalex.org/W2033644275","https://openalex.org/W2058547566","https://openalex.org/W2059481130","https://openalex.org/W2087090659","https://openalex.org/W2105582298","https://openalex.org/W2113386595","https://openalex.org/W2123327565","https://openalex.org/W2126252058","https://openalex.org/W2127841934","https://openalex.org/W2131309958","https://openalex.org/W2198326006","https://openalex.org/W2461522970","https://openalex.org/W2520696266","https://openalex.org/W2612603990","https://openalex.org/W2686368638","https://openalex.org/W2738970206","https://openalex.org/W2774743973","https://openalex.org/W2793717112","https://openalex.org/W2802297514","https://openalex.org/W2888831488","https://openalex.org/W2900329012","https://openalex.org/W2908246484","https://openalex.org/W2915257975","https://openalex.org/W2943005888","https://openalex.org/W2946746631","https://openalex.org/W3017000889","https://openalex.org/W4213289640","https://openalex.org/W4236074123","https://openalex.org/W6606642991"],"related_works":["https://openalex.org/W2084326697","https://openalex.org/W2027903142","https://openalex.org/W2354322608","https://openalex.org/W2804608325","https://openalex.org/W2077211377","https://openalex.org/W2186675474","https://openalex.org/W2387462590","https://openalex.org/W2056274461","https://openalex.org/W2368739446","https://openalex.org/W2010321967"],"abstract_inverted_index":{"(1)":[0],"Background:":[1],"A":[2,85],"disease":[3],"prediction":[4,24],"model":[5,25,47,65,88,112,186,190],"derived":[6],"from":[7,58,120],"real-world":[8,205],"data":[9,206],"is":[10],"an":[11,22],"important":[12],"tool":[13],"for":[14,26,77],"managing":[15],"type":[16],"2":[17],"diabetes":[18],"mellitus":[19],"(T2D).":[20],"However,":[21],"appropriate":[23],"the":[27,43,50,56,69,103,171,183,189,208,211],"Asian":[28,193],"T2D":[29,44,78],"population":[30],"has":[31],"not":[32],"yet":[33],"been":[34],"developed.":[35],"Hence,":[36],"this":[37],"study":[38,199],"described":[39],"construction":[40],"details":[41],"of":[42,52,71,130,137,164,210,216],"Holistic":[45],"Care":[46],"via":[48],"estimating":[49],"probability":[51,100],"diabetes-related":[53,218],"complications":[54,96,219],"and":[55,82,97,105,157,175,187,213],"time-to-occurrence":[57],"a":[59,72,126,135,142,153,161,221],"population-based":[60],"database.":[61],"(2)":[62],"Methods:":[63],"The":[64,110,198],"was":[66,89,113],"based":[67,115,146],"on":[68,116,147],"database":[70],"Taiwan":[73],"pay-for-performance":[74],"reimbursement":[75],"scheme":[76],"between":[79],"November":[80],"2002":[81],"July":[83],"2017.":[84],"nonhomogeneous":[86],"Markov":[87,111],"applied":[90,188],"to":[91,182,191,203,207],"simulate":[92],"multistate":[93],"(7":[94],"main":[95],"death)":[98],"transition":[99],"after":[101],"considering":[102],"sequential":[104],"repeated":[106],"difficulties.":[107],"(3)":[108],"Results:":[109],"constructed":[114],"clinical":[117],"care":[118],"information":[119],"163,452":[121],"patients":[122,140],"with":[123,125,160],"T2D,":[124],"mean":[127],"follow-up":[128],"time":[129,144,214],"5.5":[131],"years.":[132],"After":[133],"simulating":[134],"cohort":[136],"100,000":[138],"hypothetical":[139],"over":[141,220],"10-year":[143],"horizon":[145],"selected":[148],"patient":[149],"characteristics":[150],"at":[151],"baseline,":[152],"good":[154],"predicted":[155],"complication":[156],"mortality":[158],"rates":[159],"small":[162],"range":[163],"absolute":[165],"error":[166],"(0.3\u20133.2%)":[167],"were":[168,178],"validated":[169],"in":[170,226],"original":[172],"cohort.":[173],"Better":[174],"optimal":[176],"predictabilities":[177],"further":[179],"confirmed":[180],"compared":[181],"UKPDS":[184],"Outcomes":[185],"other":[192],"populations,":[194],"respectively.":[195],"(4)":[196],"Contribution:":[197],"provides":[200],"well-elucidated":[201],"evidence":[202],"apply":[204],"estimation":[209],"occurrence":[212],"point":[215],"major":[217],"patient\u2019s":[222],"lifetime.":[223],"Further":[224],"applications":[225],"health":[227],"decision":[228],"science":[229],"are":[230],"encouraged.":[231]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
