Ai-based decision-support system

Intervention

1 paper3 findings

  • Humans1

Outcomes

3

Diagnostic specificity

upin silico1

1 study
  1. Ai-based decision-support system increases diagnostic specificity in silico (83.6% versus 91.1%).

    “specificity rose from 83.6% (95% CI: 82.0-85.3) to 91.1% (95% CI: 89.8-92.4) (p < 0.001).”

    In silicoAI-assisted versus unaided mammography interpretationbreast

    Optimizing AI-assisted decision-making in mammography screening: focusing on uncertainties

    Insights into imaging13 Oct 2026

Diagnostic sensitivity

upin silico1

1 study
  1. Ai-based decision-support system increases diagnostic sensitivity in silico (54.8% versus 83.9%).

    “Sensitivity increased from 54.8% (95% CI: 48.6-61.0) to 83.9% (95% CI: 79.3-88.4) (p < 0.001)”

    In silicoAI-assisted versus unaided mammography interpretationbreast

    Optimizing AI-assisted decision-making in mammography screening: focusing on uncertainties

    Insights into imaging13 Oct 2026

Diagnostic AUC

upin silico1

1 study
  1. Ai-based decision-support system increases diagnostic AUC in silico (83.04% unaided versus 88.40% in the union scenario).

    “AUC improved from 83.04% (95% CI: 79.8-86.3) unaided to 88.40% (95% CI: 85.6-91.2) in the union scenario (p < 0.001).”

    In silicoUnion of radiologist and AI decisions in uncertain cases versus unaided interpretationbreast

    Optimizing AI-assisted decision-making in mammography screening: focusing on uncertainties

    Insights into imaging13 Oct 2026

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