TABLE 2.
Tumor slices | % overlap of perfused area (OL1, OL2) | % overlap of hypoxic area (OL1, OL2) | % overlap of necrotic area | |||||
---|---|---|---|---|---|---|---|---|
H&E (OL1, OL2) | Extended (OL1, OL2) | |||||||
Tumor 1 (478 mm3) | 1 | 1 | - | - | - | - | - | - |
Tumor 2 (503 mm3) | 1 | 0.98 | - | - | - | - | - | - |
Tumor 3 (sl.1, 1240 mm3):Training | 0.90 | 0.81 | 0.70 | 0.36 | 0.58 | 0.56 | 0.50 | 0.91 |
Tumor 3 (sl.2, 1240 mm3) | 0.88 | 0.93 | 0.78 | 0.59 | 0.92 | 0.20 | 0.71 | 0.91 |
Tumor 3 (sl.3, 1240 mm3 mm3) | 0.80 | 0.75 | 0.82 | 0.42 | 1 | 0.10 | 0.65 | 0.91 |
Tumor 4 (sl.1, 870 mm3) | 0.86 | 0.88 | 0.67 | 0.75 | 0.72 | 0.57 | 0.57 | 0.77 |
Tumor 4 (sl.2, 870 mm3) | 0.81 | 0.93 | 0.65 | 0.55 | 0.47 | 0.41 | 0.59 | 0.78 |
Tumor 5 (sl.1, 744 mm3) | 0.71 | 0.53 | 0.51 | 0.45 | 0.60 | 0.50 | 0.41 | 0.84 |
Tumor 5 (sl.2, 744 mm3) | 1 | 0.30 | 0.57 | 0.41 | 0.64 | 0.20 | 0.64 | 0.89 |
Tumor 6 (2530 mm3) | 0.74 | 0.60 | 0.37 | 0.20 | 0.78 | 0.17 | 0.61 | 0.87 |
Mean±SD | 0.84± 0.09 | 0.72± 0.23 | 0.64± 0.15 | 0.48± 0.16 | 0.72± 0.17 | 0.34± 0.19 | 0.58± 0.09 | 0.86± 0.09 |
Necrotic areas identified based on GMM-classification were compared to necrotic areas identified from H&E images alone or to necrotic areas corrected for unassigned voxels with no significant CA uptake and pimonidazole staining (Extended).