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20212026
most citedOptimizing Convolutional Neural Networks for Chronic Obstructive Pulmonary Disease Detection in Clinical Computed Tomography Imaging

13 citations · 30 across the 9 of their papers we have counts for

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cs.CV2025

Beam Geometry and Input Dimensionality: Impact on Sparse-Sampling Artifact Correction for Clinical CT with U-Nets

Tina Dorosti, Johannes Thalhammer, Sebastian Peterhansl +3

This study aims to investigate the effect of various beam geometries and dimensions of input data on the sparse-sampling streak artifact correction task with U-Nets for clinical CT…

physics.med-ph2025

Beam Hardening Correction in Clinical X-ray Dark-Field Chest Radiography using Deep Learning-Based Bone Segmentation

Lennard Kaster, Maximilian E. Lochschmidt, Anne M. Bauer +5

Dark-field radiography is a novel X-ray imaging modality that enables complementary diagnostic information by visualizing the microstructural properties of lung tissue. Implemented…