Risk analysis index

Biomarker2 papers1 finding

  • Humans2

Associations

1

One-year all-cause mortality

upin humans1

1 study
  1. Risk analysis index predicts one-year all-cause mortality in humans (AUROC 0.75).

    Humansnon-emergent surgery within 6 monthsn = 7,638

    CT biomarkers improve postoperative mortality prediction · Journal of the American College of Surgeons · 1 Oct 2026

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Journal of the American College of SurgeonsHumans

CT biomarkers improve postoperative mortality prediction

Adding automated CT biomarkers to an ICD-based frailty score raised one-year mortality prediction AUROC from 0.75 to 0.79 in 7,638 surgery patients.Adding automated CT biomarkers to an ICD-based frailty score raised one-year mortality prediction AUROC from 0.75 to 0.79 in 7,638 surgery patients.

The American SurgeonHumans

Frailty tied to loss of independence after low-stress surgery

In frail patients undergoing low-stress procedures, the loss of independence rate was 11%, with frailty associated with higher odds of non-home…In frail patients undergoing low-stress procedures, the loss of independence rate was 11%, with frailty associated with higher odds of non-home discharge (odds ratio 4.6).