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. Author manuscript; available in PMC: 2021 Jun 9.
Published in final edited form as: Mach Learn Med Eng Cardiovasc Health Intravasc Imaging Comput Assist Stenting (2019). 2019 Oct 12;11794:167–174. doi: 10.1007/978-3-030-33327-0_20

Table 1.

Summary of the employed data used to train the network in each experiment.

Experiment 1 2 3 4 5 6
Total number of scans 12 8 4 12 8 4
Number of scans used as reference 1 1 1 2 2 2
Number of scans registered to each reference 11 7 3 11 7 3
Number of synthetic images 330 210 90 660 420 180
Applied translations 2 4 9 2 2 4
Applied rotations 3 4 9 3 2 5
Total number of images to train the network 1650 1680 1620 1650 1680 1620