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The workflow for 3D multi-scale CNN. The inputs are multi-scale 3D volumes around each candidate resampled to 100 × 100 × 12 with 2 channels – color and GF. The resolution for the resampled inputs at three scales are 10 µm × 10 µm × 50 µm, 20 µm × 20 µm × 100 µm, 40 µm × 40 µm × 200 µm, respectively. The predicted probabilities from three scales are fused using Eq. (1) to generate final probability.
