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Development and internal validation of a machine learning-based model for predicting 2-year mortality in interstitial lung disease - PubMed

5 hours ago
  • #mortality prediction
  • #interstitial lung disease
  • #machine learning
  • Development of a machine learning-based model to predict 2-year mortality in interstitial lung disease (ILD).
  • Study was approved by the ethics committee of Shaoxing People’s Hospital with waived informed consent due to its retrospective nature.
  • No competing interests declared by the authors.
  • Key factors considered include albumin levels and other biomarkers.
  • References include significant studies on ILD, its etiology, risk factors, and predictive models like the ILD-GAP model.