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20212026
most citedWNet: A data-driven dual-domain denoising model for sparse-view computed tomography with a trainable reconstruction layer

48 citations · 79 across the 12 of their papers we have counts for

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cs.CV2026

Artifact Reduction in Undersampled 3D Cone-Beam CTs using a Hybrid 2D-3D CNN Framework

Johannes Thalhammer, Tina Dorosti, Sebastian Peterhansl +3

Undersampled CT volumes minimize acquisition time and radiation exposure but introduce artifacts degrading image quality and diagnostic utility. Reducing these artifacts is critica…

cs.LG2026

Uncertainty-guided Generation of Dark-field Radiographs

Lina Felsner, Henriette Bast, Tina Dorosti +4

X-ray dark-field radiography provides complementary diagnostic information to conventional attenuation imaging by visualizing microstructural tissue changes through small-angle sca…