A machine learning approach identifies modulators of heart failure hospitalization prevention among patients with type 2 diabetes: A revisit to the ACCORD trial.

Kianmehr, Hamed; Guo, Jingchuan; Lin, Yilu; Luo, Jing; Cushman, William; Shi, Lizheng; Fonseca, Vivian; Shao, Hui

Kianmehr, Hamed; Guo, Jingchuan; Lin, Yilu; Luo, Jing; Cushman, William; Shi, Lizheng; Fonseca, Vivian; Shao, Hui.

Afiliação

Kianmehr H; Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL, USA; Center for Drug Evaluation and Safety (CoDES), University of Florida, Gainesville, FL, USA.
Guo J; Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL, USA; Center for Drug Evaluation and Safety (CoDES), University of Florida, Gainesville, FL, USA.
Lin Y; Department of Health Policy and Management, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA.
Luo J; Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
Cushman W; Department of Preventive Medicine, University of Tennessee Health Science Center, TN, USA.
Shi L; Department of Health Policy and Management, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA.
Fonseca V; Department of Medicine and Pharmacology, School of Medicine, Tulane University, New Orleans, LA, USA.
Shao H; Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL, USA; Center for Drug Evaluation and Safety (CoDES), University of Florida, Gainesville, FL, USA. Electronic address: hui.shao@cop.ufl.edu.

J Diabetes Complications ; 36(9): 108287, 2022 09.

Article em En | MEDLINE | ID: mdl-36007486

Assuntos

Diabetes Mellitus Tipo 2; Insuficiência Cardíaca; Hipertensão; Anti-Hipertensivos/uso terapêutico; Pressão Sanguínea; Diabetes Mellitus Tipo 2/complicações; Diabetes Mellitus Tipo 2/tratamento farmacológico; Insuficiência Cardíaca/complicações; Insuficiência Cardíaca/epidemiologia; Insuficiência Cardíaca/prevenção & controle; Hospitalização; Humanos; Hipertensão/complicações; Aprendizado de Máquina

Palavras-chave

ACCORD trial; Diastolic blood pressure; Heart failure hospitalization; Intensive blood glucose intervention; Machine learning; Type 2 diabetes

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Diabetes Mellitus Tipo 2 / Insuficiência Cardíaca / Hipertensão Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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