A transformer-based causal model predicts dialysis/ESRD risk in AKI patients with AUC 0.694 and finds partial protective signals for ACE/ARB exposures alongside worsening signals for loop diuretics using post-hoc IPTW/AIPW analyses.
The kidney failure risk equation for prediction of end -stage renal disease in UK primary care: an external validation and clinical impact projection cohort study
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Dialysis Risk Prediction and Treatment Effect Estimation for AKI patients using Longitudinal Electronic Health Records
A transformer-based causal model predicts dialysis/ESRD risk in AKI patients with AUC 0.694 and finds partial protective signals for ACE/ARB exposures alongside worsening signals for loop diuretics using post-hoc IPTW/AIPW analyses.