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. 2020 Jan 30;10:1504. doi: 10.1038/s41598-020-58467-9

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.