Precision prognostics for the development of complications in diabetes

C Schiborn, MB Schulze - Diabetologia, 2022 - Springer
Individuals with diabetes face higher risks for macro-and microvascular complications than
their non-diabetic counterparts. The concept of precision medicine in diabetes aims to …

[HTML][HTML] Cardiovascular risk in patients with type 2 diabetes: A systematic review of prediction models

A Galbete, I Tamayo, J Librero… - Diabetes Research and …, 2022 - Elsevier
Aims To identify all cardiovascular disease risk prediction models developed in patients with
type 2 diabetes or in the general population with diabetes as a covariate updating previous …

Precision prognostics for cardiovascular disease in type 2 diabetes: a systematic review and meta-analysis

A Ahmad, LL Lim, ML Morieri, CH Tam… - Communications …, 2024 - nature.com
Background Precision medicine has the potential to improve cardiovascular disease (CVD)
risk prediction in individuals with Type 2 diabetes (T2D). Methods We conducted a …

Development of a predictive risk model for all-cause mortality in patients with diabetes in Hong Kong

S Lee, J Zhou, KSK Leung, WKK Wu… - BMJ Open Diabetes …, 2021 - drc.bmj.com
Introduction Patients with diabetes mellitus are risk of premature death. In this study, we
developed a machine learning-driven predictive risk model for all-cause mortality among …

Potential health and economic impact associated with achieving risk factor control in Chinese adults with diabetes: a microsimulation modelling study

J Quan, Z Zhao, L Wang, CS Ng, HHY Kwok… - The Lancet Regional …, 2023 - thelancet.com
Background The prevalence of diabetes has risen sharply in China. Improving modifiable
risk factors such as glycaemia and blood pressure could substantially reduce disease …

[HTML][HTML] False alarm? Estimating the marginal value of health signals

T Iizuka, K Nishiyama, B Chen, K Eggleston - Journal of public economics, 2021 - Elsevier
We investigate the marginal value of information in the context of health signals that people
receive after checkups. Although underlying health status is similar for individuals just below …

Comparison of prediction models for cardiovascular and mortality risk in people with type 2 diabetes: An external validation in 23 685 adults included in the UK …

Y Zhang, OX Jiong, S Tang, YC Tang… - Diabetes, Obesity …, 2024 - Wiley Online Library
Aims To validate cardiovascular risk prediction models for individuals with diabetes using
the UK Biobank in order to assess their applicability. Methods We externally validated 19 …

Developing a prediction model for all‐cause mortality risk among patients with type 2 diabetes mellitus in Shanghai, China

J Qi, P He, H Yao, Y Xue, W Sun, P Lu, X Qi… - Journal of …, 2023 - Wiley Online Library
Background All‐cause mortality risk prediction models for patients with type 2 diabetes
mellitus (T2DM) in mainland China have not been established. This study aimed to fill this …

An elevated urinary albumin-to-creatinine ratio increases the risk of incident cardia-cerebrovascular disease in individuals with type 2 diabetes

J Tao, D Sang, X Zhang, X Liu, G Wang, S Chen… - Diabetology & Metabolic …, 2024 - Springer
Aims We aimed to explore the associations between urine albumin-to-creatinine ratio
(uACR) and cardia-cerebrovascular disease (CVD) in Chinese population with type 2 …

Development and validation of the CHIME simulation model to assess lifetime health outcomes of prediabetes and type 2 diabetes in Chinese populations: A …

J Quan, CS Ng, HHY Kwok, A Zhang, YH Yuen… - PLoS …, 2021 - journals.plos.org
Background Existing predictive outcomes models for type 2 diabetes developed and
validated in historical European populations may not be applicable for East Asian …