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AI-based preoperative frailty index

Biomarker

1 paper studies it3 findings

  • Humans1

Associations

3

Unfavorable discharge disposition

upin humans1

1 study

  1. AI-based preoperative frailty index predicts unfavorable discharge disposition in humans.

    “a higher likelihood of unfavorable discharge dispositions compared to the lowest frailty level, after adjusting for demographics and comorbidities.”

    HumansSurgical patients; highest predicted frailty level (top 20%) versus lowest; adjusted for demographics and comorbidities

    External validation of an AI-based preoperative frailty index using real-world data

    The journals of gerontology. Series A, Biological sciences and medical sciences

Length of hospital stay

upin humans1

1 study

  1. AI-based preoperative frailty index predicts length of hospital stay in humans (2.53 times longer hospital stays, 95% CI 2.47–2.60).

    “longer hospital stays (2.53 times longer, 95% CI 2.47-2.60)”

    HumansSurgical patients; highest predicted frailty level (top 20%) versus lowest; adjusted for demographics and comorbidities

    External validation of an AI-based preoperative frailty index using real-world data

    The journals of gerontology. Series A, Biological sciences and medical sciences

30-day mortality

upin humans1OR 4.33

1 study

  1. AI-based preoperative frailty index predicts 30-day mortality in humans (OR 4.33, 95% CI 3.91–4.80).

    “Patients in the highest frailty level (top 20%) had significantly higher odds of 30-day mortality (OR 4.33, 95% CI 3.91-4.80)”

    HumansSurgical patients; highest predicted frailty level (top 20%) versus lowest; adjusted for demographics and comorbidities30 days

    External validation of an AI-based preoperative frailty index using real-world data

    The journals of gerontology. Series A, Biological sciences and medical sciences

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