Semantic carry-forward chronicity adjustment

Intervention

1 paper3 findings

  • 1 lab in 1 country
  • In silico1

Outcomes

3

Temporal stability of comorbidity/frailty scores

upin humans1

1 study
  1. Semantic carry-forward chronicity adjustment improves temporal stability of comorbidity/frailty scores in humans.

    Humans

    A semantic-based carry-forward approach: Uncovering chronic disease burden in real-world data analysis

    International journal of medical informatics6 Sep 2026

All-cause mortality prediction

upin humans1

1 study
  1. Semantic carry-forward chronicity adjustment improves all-cause mortality prediction in humans (0.115 to 0.135 C-statistic improvement).

    HumansSI-CPSS dataset

    A semantic-based carry-forward approach: Uncovering chronic disease burden in real-world data analysis

    International journal of medical informatics6 Sep 2026

30-day readmission prediction

upin humans1

1 study
  1. Semantic carry-forward chronicity adjustment improves 30-day readmission prediction in humans (0.108 to 0.168 AUC improvement).

    HumansSI-CPSS dataset

    A semantic-based carry-forward approach: Uncovering chronic disease burden in real-world data analysis

    International journal of medical informatics6 Sep 2026

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