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Table 5 The result under different network parameters of the phantom experiment

From: Post-processing radio-frequency signal based on deep learning method for ultrasonic microbubble imaging

Signal length + iterations + batch sizes

Proposed method CTR (dB)

Proposed method CNR (dB)

45 + 150 + 100

− 28.2

− 3.1

50 + 150 + 100

− 28.3

− 3.1

55 + 150 + 100

− 28.5

− 3.1

60 + 150 + 100

− 28.8

− 3.0

65 + 150 + 100

− 28.6

− 3.1

60 + 100 + 100

− 28.7

− 3.0

60 + 50 + 100

− 28.2

− 3.1

60 + 150 + 50

− 28.3

− 3.1

60 + 150 + 150

− 28.6

− 3.0