Research Article

Primary Investigation of Deep Learning Models for Japanese “Group Classification” of Whole-Slide Images of Gastric Endoscopic Biopsy

Table 4

AUC and accuracy of ResNet-50 models trained on different datasets.

DatasetAUCAcc (%)

Dataset 1 ()0.98889.48%
Dataset 2 ()0.98990.64%
Dataset 3 ()0.98388.09%
Dataset 4 ()0.97987.21%
Dataset 5 (mixed size)0.99493.16%