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. Author manuscript; available in PMC: 2018 Sep 5.
Published in final edited form as: IEEE Trans Med Imaging. 2018 Feb 26;37(9):2010–2021. doi: 10.1109/TMI.2018.2809641

Table I.

HYPERPARAMETER SEARCH SPACE

Parameter Search Values
Hidden Layers 1–5
Layer Widths 65–260 (multiples of 5)
Learning Rate 10−5 − 10−2
Learning Rate Decay 10−8 − 10−5
Dropout Probability 0–0.5
Weight Initializations Normal, Uniform
 He Normal, He Uniform