Table 4.
Log losses for the stomach and colon models when applied on the independent test sets obtained from Haradoi Hospital using two aggregations methods for WSI classification: max-pooling (MP-aggr) and RNN (RNN-aggr).
Label | Stomach | Colon | ||
---|---|---|---|---|
RNN-aggr | MP-aggr | RNN-aggr | MP-aggr | |
Adenocarcinoma | 0.260 (0.173–0.338) | 1.436 (1.256–1.59) | 0.533 (0.390–0.688) | 1.445 (1.238–1.62) |
Adenoma | 0.104 (0.053–0.153) | 1.339 (1.085–1.65) | 0.172 (0.102–0.242) | 0.464 (0.327–0.557) |
The values between parenthesis indicate the 95% Confidence Intervals (CI)s.