Search Results for author: Dominik Eckert

Found 2 papers, 0 papers with code

StyleX: A Trainable Metric for X-ray Style Distances

no code implementations23 May 2024 Dominik Eckert, Christopher Syben, Christian Hümmer, Ludwig Ritschl, Steffen Kappler, Sebastian Stober

The progression of X-ray technology introduces diverse image styles that need to be adapted to the preferences of radiologists.

Deep Learning-based Denoising of Mammographic Images using Physics-driven Data Augmentation

no code implementations11 Dec 2019 Dominik Eckert, Sulaiman Vesal, Ludwig Ritschl, Steffen Kappler, Andreas Maier

In this study, we propose a deep learning method based on Convolutional Neural Networks (CNNs) for mammogram denoising to improve the image quality.

Data Augmentation Denoising

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