Robust pomdp screening policy
Intervention1 paper2 findings
- In silico1
Outcomes
2Early-stage lung cancers detected
upin silico1Very low certainty
1 study
Early-stage lung cancers detected
upin silico1Very low certainty
Robust pomdp screening policy increases early-stage lung cancers detected in silico.
In silico
Robust POMDP Framework for Lung Cancer Screening Problems · arXiv · 10 Sep 2026 · Preprint
Quality-adjusted life-years
upin silico1Very low certainty
1 study
Quality-adjusted life-years
upin silico1Very low certainty
Robust pomdp screening policy improves quality-adjusted life-years in silico.
In silicoout-of-sample simulations perturbing cancer-progression parameters
Robust POMDP Framework for Lung Cancer Screening Problems · arXiv · 10 Sep 2026 · Preprint