TABLE 3.
Descriptive statistics for the CTHU model and DL configurations after combining the testing set performance via six‐fold cross‐validation.
Spearman's 𝜌 | MSE | |
---|---|---|
Synthetic ventilation generation method | Mean ± SD | Mean ± SD |
CTHU model | 0.51 ± 0.22 | N/A |
DL (expiration CT) | 0.52 ± 0.20 | 0.024 ± 0.01 |
DL (inspiration CT) | 0.47 ± 0.21 | 0.020 ± 0.01 |
DL (expiration CT + inspiration CT) | 0.52 ± 0.19 | 0.020 ± 0.01 |
DL (expiration CT + inspiration CT + CTHU model) | 0.57 ± 0.17 | 0.017 ± 0.01 |
Mean ± SD Spearman's 𝜌 for the DL configurations and the CTHU model are shown. Additionally, mean ± SD MSE are given for the DL configurations. The best 𝜌 and MSE values are shown in bold.