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Table 3 Mean and variance of mid-ventricular segmental circumferential strain (Ecc) obtained using the conventional user-assisted and deep learning (DL)-based fully-automatic methods

From: Fully-automated global and segmental strain analysis of DENSE cardiovascular magnetic resonance using deep learning for segmentation and phase unwrapping

 

Segment 1

Segment 2

Segment 3

Segment 4

Segment 5

Segment 6

Mean Ecc

(user-assisted)

− 0.13 ± 0.06

− 0.12 ± 0.05

− 0.15 ± 0.07

− 0.16 ± 0.09

− 0.15 ± 0.07

− 0.15 ± 0.06

Mean Ecc

(automated DL)

− 0.13 ± 0.06

− 0.12 ± 0.06

− 0.15 ± 0.07

− 0.16 ± 0.09

− 0.16 ± 0.08

− 0.15 ± 0.06

Variance of Ecc

(user-assisted)

1E–4 ± 1E–4

6E–4 ± 8E–4

1E−3 ± 2E−3

9E−4 ± 7E−4

5E−4 ± 5E−4

8E−4 ± 1E−3

Variance of Ecc

(automated DL)

3E−4 ± 3E−4

6E−4 ± 5E−4

1E−3 ± 2E−3

1E−3 ± 1E−3

5E−4 ± 3E−4

8E−4 ± 1E−3

  1. Segment 1: anteroseptal, segment 2: inferoseptal, segment 3: inferior, segment 4: inferolateral, segment 5: anterolateral, segment 6: anterior