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Found 3 papers, 1 papers with code
LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation
To assess model generalizability beyond the development set biases, we evaluate our model on an out-of-distribution external validation set of 200 subjects.
Single volume lung biomechanics from chest computed tomography using a mode preserving generative adversarial network
Once trained, the framework can be used as a registration-free method for predicting local tissue expansion.
Geodesic Density Regression for Correcting 4DCT Pulmonary Respiratory Motion Artifacts
Correspondences are estimated by accounting for the local tissue density change associated with air entering and leaving the lungs, and using binary artifact masks to exclude regions with artifacts from image regression.
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