Unified Multimodal Model

Biomarker1 paper1 finding

  • Humans1

Associations

1

One-year all-cause mortality

upin humans1

1 study
  1. Unified Multimodal Model predicts one-year all-cause mortality in humans (ΔAUROC +0.04, P<0.001).

    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.