TABLE III.

Summary of experiments. All DNNs used in these experiments were trained with simulated anechoic cysts.

Experiment	Objective	Summary
1	Input Domain Comparison	Evaluate and select models
2	Input Domain Comparison	Evaluate whether selected models can generalize to pulse shapes not seen during training
3	Input Domain Comparison	Evaluate whether selected models can generalize to physical phantom data
4	Input Domain Comparison	Evaluate whether selected models can generalize to in vivo liver data
5	CNR Regularization	Evaluate and select CNR-regularized models
6	CNR Regularization	Evaluate whether selected CNR-regularized models can generalize to in vivo liver data