Evaluating reproducibility of AI algorithms in digital pathology with DAPPER
Table 7
Metrics at WSI-level for increasing number of tiles per WSI.
Metrics are computed on a subset of HINT20 external validation set, consisting of 15 WSI per class (300 WSI in total). The WSI class is determined by the most frequent predicted class by the ResNet+SVM model for the considered tiles.