Table 1.
Demographics and clinical features used in the prediction models.
Table 2.
Sample sizes for different clinical outcomes based on input and prediction score.
Fig 1.
CNN architectures. a) Stack, b) Concatenate, and c) our novel Integrated approach.
Fig 2.
Three phase DCE MR images from three typical patients.
(a) phase I, b) phase II, and c) phase III, and (d) the composite image from DCE dynamics displayed as color. Regions in which the first dynamic are brighter appear redder, regions in which the second dynamic are brighter appear greener, and regions in which the third dynamic are brighter appear bluer.
Table 3.
Prediction performance comparison between using stack, concatenation, and novel difference block.
Table 4.
PCR prediction performance comparison.
Table 5.
RCB prediction performance comparison.
Fig 3.
Histogram of progression free survival (PFS) in months (N = 155).
Table 6.
Prediction performance of progression free survival as mean absolute error (MAE).