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. Author manuscript; available in PMC: 2020 Jun 4.
Published in final edited form as: IEEE Trans Med Imaging. 2019 Dec 30;39(6):2013–2024. doi: 10.1109/TMI.2019.2963177

TABLE IV.

EXPERIMENT ON THE EFFECT OF DEPTH (NUMBER OF LAYERS). THE FORMAT IS “KERNEL NUMBER (DOWN-SAMPLING FACTOR)”.

Model Layer Num. Accuracy AUC
32(2) 1 0.33 0.13
32(2)-64(2) 2 0.66 0.74
32(2)-64(2)-64(1) 3 0.87 0.93
32(2)-64(2)-64(1)-64(1) 4 0.80 0.88