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From algorithms to action: improving patient care requires causality
In cancer research there is much interest in building and validating outcome predicting outcomes to support treatment decisions.
Automatic Online Quality Control of Synthetic CTs
We show that this uncertainty measure can be used for two kinds of online quality control.
Exploiting Clinically Available Delineations for CNN-based Segmentation in Radiotherapy Treatment Planning
We empirically assess how many clinical delineations would be sufficient to train a CNN for the segmentation of OARs and find that increasing the training set size beyond a limited number of images leads to sharply diminishing returns.
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