Risk prediction model

Biomarker3 papers2 findings

  • Humans3

Associations

2

Major adverse cardiovascular events

upin humans1

1 study
  1. Risk prediction model predicts major adverse cardiovascular events in humans (AUC 0.828 (95% CI: 0.744-0.912)).

    Humansin peritoneal dialysis patients

    Construction and evaluation of risk prediction model for major adverse cardiovascular events in peritoneal dialysis patients · Frontiers in nephrology · 3 Sep 2026

Major adverse cardiovascular events →

Coronary heart disease

upin humans1

1 study
  1. Risk prediction model predicts coronary heart disease in humans (AUC of 0.867 (95% CI: 0.8087-0.9252)).

    Humansn = 202

    Development of a CHD risk prediction model using novel lipid markers based on lipidomics and VAP technology · Frontiers in medicine · 26 Aug 2026

Coronary heart disease →

Funding

National Heart, Lung, and Blood InstituteUS$2.1mNational Cancer InstituteUS$814.1k5 grants since 2023

Latest

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Communications MedicineHumans

Blood sugar and fat measures linked to metabolic syndrome risk

In 130,489 Chinese adults with high blood pressure followed for 6–36 months, combined blood sugar and fat measures were more strongly linked to risk…In 130,489 Chinese adults with high blood pressure followed for 6–36 months, combined blood sugar and fat measures were more strongly linked to risk than traditional indicators.

GutHumans

Model estimates pancreatic cancer risk in type 2 diabetes

At six months, the model’s ability to distinguish cancer cases from non-cases scored 0.88 in development, 0.89 in internal validation and 0.86 in…At six months, the model’s ability to distinguish cancer cases from non-cases scored 0.88 in development, 0.89 in internal validation and 0.86 in external validation.