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Table 2 Washout rates determined from SPECT and planar images using CNN-based and standard methods, respectively

From: Convolutional neural network-based automatic heart segmentation and quantitation in 123I-metaiodobenzylguanidine SPECT imaging

 

Planar WRBC

Total

< 34%

≥ 34%

(A)

   

SPECT WRCNN

   

 ≤ 30%

23 (48.9%)

1 (2.1%)

24 (51.1%)

 > 30%

5 (10.6%)

18 (38.3%)

23 (48.9%)

Total

28 (59.6%)

19 (40.4%)

47

 

Planar WRNC

Total

< 30.1%

≥ 30.1%

(B)

   

SPECT WRCNN

   

 ≤ 30%

18 (38.3%)

1 (2.1%)

19 (40.4%)

 > 30%

9 (19.2%)

19 (40.4%)

28 (59.6%)

Total

27 (57.5%)

20 (42.5%)

47

 

Planar WRHMR

Total

< 14.2%

≥ 14.2%

(C)

   

SPECT WRCNN

   

 ≤ 30%

18 (38.3%)

1 (2.1%)

19 (40.4%)

 > 30%

12 (25.5%)

16 (34.0%)

28 (59.6%)

Total

30 (63.8%)

17 (36.2%)

47

  1. Planar WRBC, planar washout rate with background correction; Planar WRHMR, planar washout rate heart-to-mediastinum ratio; Planar WRNC, planar washout rate without background correction; SPECT WRCNN, SPECT washout rate using CNN.