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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