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. 2020 Jun 15;9(6):1858. doi: 10.3390/jcm9061858

Table 1.

Composition of datasets used in the development and testing of the deep-learning algorithm.

Whole Dataset Training Set Internal Test Set External Test Set
Number of Images Number of Patients Number of Images Number of Patients Number of Images Number of Patients Number of Images Number of Patients
Overall 2899 846 2590 762 309 85 206 197
Mucosa-confined lesions 1900 580 1693 522 207 58 126 119
Low-grade dysplasia 727 233 630 205 97 28 68 66
High-grade dysplasia 421 131 390 123 31 8 21 21
EGC 752 230 673 205 79 25 37 37
Submucosa-invaded lesion 999 270 897 243 102 27 80 78
EGC 282 81 242 71 40 10 23 23
AGC 717 189 655 172 62 17 57 55

EGC, early gastric cancer; AGC, advanced gastric cancer.