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Evaluating reproducibility of AI algorithms in digital pathology with DAPPER

Table 8

Tissue classification performance of DAPPER vs pathologist.

DAPPER with ResNet+SVM model outperforms the pathologist at tile-level. Metrics are computed on a subset of HINT20 external validation set (2, 000 tiles).

doi: https://doi.org/10.1371/journal.pcbi.1006269.t008