GA-FI

Biomarker

1 paper2 findings

  • Humans1

Associations

2

Falls

upin humans1

1 study
  1. GA-FI predicts falls in humans (AUCs were consistently below 0.6).

    “Although GA-FI improved falls prediction, together with other frailty measures the AUCs were consistently below 0.6, indicating challenges in predicting 2-year falls.”

    Humans2 yearsn = 6,805

    Developing a Genetic Algorithm-Based Frailty Index for China Health and Retirement Longitudinal Study

    Journal of applied gerontology : the official journal of the Southern Gerontological Society26 Mar 2026

Mortality

upin humans1

1 study
  1. GA-FI predicts mortality in humans (AUC of 0.658).

    “The GA-FI, comprising 10 deficits, showed improved performance in all comparisons despite a modest AUC of 0.658 for predicting 9-year mortality.”

    Humans9 yearsn = 6,805

    Developing a Genetic Algorithm-Based Frailty Index for China Health and Retirement Longitudinal Study

    Journal of applied gerontology : the official journal of the Southern Gerontological Society26 Mar 2026

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