Research Article

An Unsupervised Deep Learning Framework for Retrospective Gating of Catheter-Based Cardiac Imaging

Table 2

Measurements of vessel volume in cubic millimeter (mm3) obtained by IBG-Net and baseline methods.

Image seq.Seq. length (frames)ECG-gatedIBG-NetAPIBG

IVUS
 I600246.962251.842239.764260.568
 II600258.365254.567265.412272.482
 III600289.227284.759282.116269.996
 IV300101.73696.47392.848115.562
 V300131.880125.664122.454142.766
 VI300124.436128.564118.775142.968
IVOCT
 I1,200512.068517.112519.654498.308
 II1,200536.794532.722543.615551.779
 III1,200528.982533.226538.046549.751