Resolution:
## Figure 4.
Regret DCA regarding biopsy to detect prostate cancer. Thin line: biopsy all patients; solid line: biopsy no patients; dashed line: prediction
model. The optimal strategy is derived by the comparison of each pair of strategies
from all NERDs as per equations 12-14. The statistical model is the optimal strategy
for threshold probabilities between 8% and 42%. For threshold probabilities between
43% and 95%, the optimal strategy is to biopsy no patients, while for 0% to 8% both
"model" and "biopsy all" strategies are optimal. The lines of acceptable regret denote
the regret area in which different strategies are equivalent.For example, at threshold
probability equal to 20%, the optimal strategy is acting based on the prognostic model.
However, NERD(biopsy none, model) is below the acceptable regret line which indicates
that the strategies "biopsy none" and "model" are equivalent in regret. Therefore
the optimal strategy is to biopsy no patients as the use of model is deemed to be
superfluous. Similarly,at threshold probability equal to 15%, the optimal strategy
is to act based on the model and the strategies "biopsy all" and "biopsy none" are
equivalent in regret. Finally, at threshold probability equal to 9%, the optimal strategies
are both "model" and "biopsy all". However, since NERD(biopsy all, model) is below
the acceptable regret, the strategies "biopsy all" and "model" are equivalent in regret.
Therefore the optimal strategy is to biopsy all patients.
Tsalatsanis |