Fig. 1
From: Domain-specific cues improve robustness of deep learning-based segmentation of CT volumes
Windowing highlights tissues of interests and reduces the complexity of background structures. Three examples for the use of case-oriented windowing for bones (a–c), organs (d–f), and lungs (g–i). We used the organ oriented windowing in this work, while we show the other two examples for comparison. We derived the intensity windows for CNN processing by slightly extending the standard ranges used by radiologists in practice to allow for uncertainties in the exact ranges.
