Feasibility study using CUT-based image translation and nnU-Net segmentation achieves DSC 0.91-0.94 on synthesized non-contrast images and volume correlations 0.82-0.93 on real non-contrast CT, but with notable volume errors for ventricles.
CT-Derived Body Composition Is a Predictor of Survival after Esophagectomy
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Promise and challenges of heart chamber segmentation from non-contrast CT scans using contrastive unpaired image translation: a feasibility study
Feasibility study using CUT-based image translation and nnU-Net segmentation achieves DSC 0.91-0.94 on synthesized non-contrast images and volume correlations 0.82-0.93 on real non-contrast CT, but with notable volume errors for ventricles.