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Table 3 The CTR and CNR of the pork phantom experiment

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

Method

CTR (dB)

CNR (dB)

Original DAS

− 7.5

− 13.4

Original MV

− 9.4

− 11.5

Original ESBMV

− 9.6

− 11.2

BAWT combined with maximum eigenvalue threshold (without deep learning)

− 17.9

− 6.0

U-net + ESBMV

− 26.3

− 3.6

U-net + ESBMV + BAWT

− 27.9

− 3.3

U-net + ESBMV + BAWT + Eigenvalue threshold (the proposed method)

− 28.8

− 3.0