Table 2.
List of batch effects: NSCLC IO dataset.
Batch effect | Category | Number of patients (n = 107) |
---|---|---|
Contrast enhancement | Contrast-enhanced | 80 (74.8%) |
Non-contrast-enhanced | 27 (25.2%) | |
Kernel resolution (Manufacturer) | Low Resolution-Soft tissue kernel (≤ B40f (Siemens), B, C, D (Philips), STD (GE)) | 90 (84.1%) |
High Resolution-Lung Kernel (> B40f (Siemens), A (Philips), LUNG (GE)) | 17 (15.8%) | |
Pixel spacing Dynamic range (mm): [0.54, 1.17] |
< 0.75 mm | 58 (54.2%) |
≥ 0.75 mm | 49 (45.8%) | |
Slice thickness Dynamic range (mm): [0.8, 3.75] |
< 1.5 mm | 64 (59.8%) |
≥ 1.5 mm | 43 (40.2%) |