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. Author manuscript; available in PMC: 2023 Apr 11.
Published in final edited form as: IEEE Trans Radiat Plasma Med Sci. 2023 Apr;7(4):372–381. doi: 10.1109/TRPMS.2022.3231702

Table II. Pretext learning task: dose inference evaluation.

VGG16 Network Pre-training Weights Mean Absolut Error %Exact Agreement
Retrain last 2 blocks ImageNet 0.09 71
Retrain all 5 blocks Random 0.27 29