Table 1.
Patients | Histopathological images | Tiles | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Tr | Te | IV | EV | Tr | Te | IV | EV | Tr | Te | IV | EV | |
Normal and HCC | ||||||||||||
HCC | 208 | 41 | 128 | 67 | 225 | 47 | 130 | 67 | 41,578 | 8157 | 24,294 | 13,393 |
Normal | 53 | 9 | 27 | 34 | 53 | 9 | 27 | 34 | 12,614 | 2204 | 9493 | 7863 |
Histopathological grade | ||||||||||||
Well (G1) | 31 | 7 | 14 | 17 | 33 | 8 | 14 | 17 | 6967 | 1893 | 2654 | 3199 |
Moderate (G2) | 98 | 17 | 60 | 38 | 106 | 20 | 61 | 38 | 18,754 | 3862 | 10,953 | 7801 |
Poor (G3/G4) | 69 | 14 | 48 | 12 | 76 | 16 | 49 | 12 | 13,701 | 3189 | 8783 | 2393 |
CTNNB1 mutation | ||||||||||||
Yes | 60 | 13 | 26 | 21 | 63 | 15 | 26 | 21 | 11,283 | 3218 | 5329 | 4120 |
No | 142 | 29 | 96 | 46 | 153 | 32 | 98 | 46 | 28,437 | 6321 | 18,342 | 9273 |
FMN2 mutation | ||||||||||||
Yes | 31 | 7 | 9 | 10 | 32 | 7 | 9 | 10 | 6335 | 1632 | 2143 | 2736 |
No | 171 | 35 | 113 | 57 | 184 | 40 | 115 | 57 | 34,103 | 7963 | 20,754 | 10,657 |
TP53 mutation | ||||||||||||
Yes | 64 | 14 | 42 | 20 | 68 | 14 | 43 | 20 | 12,537 | 2873 | 7794 | 4341 |
No | 138 | 28 | 80 | 47 | 148 | 33 | 81 | 47 | 26,521 | 6359 | 16,646 | 9052 |
ZFX4 mutation | ||||||||||||
Yes | 35 | 5 | 20 | 15 | 36 | 6 | 20 | 15 | 7273 | 1468 | 3892 | 3224 |
No | 167 | 37 | 102 | 52 | 180 | 41 | 104 | 52 | 33,219 | 7845 | 19,233 | 10,169 |
Tr training subset, Te test subset, IV internal validation subset, EV external validation subset.