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. Author manuscript; available in PMC: 2024 Mar 22.
Published in final edited form as: Nat Mach Intell. 2023 Mar 20;5(3):294–308. doi: 10.1038/s42256-023-00629-1

Extended Data Table 4 |.

Average landmark error (mm) for surgical tool detection as a mean of 5-fold individual testing on 264 real X-ray images of the continuum manipulator

Sim2Real Real2Real
Mean CI Mean CI
Base 1.09 ± 0.69 0.09 1.09 ± 0.89 0.11
Tip 1.12 ± 1.04 0.13 1.29 ± 3.40 0.43
All 1.10 ± 0.88 0.08 1.19 ± 2.49 0.22

CI refers to confidence intervals. They are computed using the 2-tailed z-test with a critical value for a 95% level of confidence (p<0.05). Real2Real refers to training and testing both in real domain datasets. Sim2Real means training in simulation dataset and testing in real dataset.