66 citations · 122 across the 20 of their papers we have counts for
4 papers · 1 filter
Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images
Tuan Truong, Farnaz Khun Jush, Matthias Lenga
Near- and duplicate image detection is a critical concern in the field of medical imaging. Medical datasets often contain similar or duplicate images from various sources, which ca…
Medical Image Retrieval Using Pretrained Embeddings
Farnaz Khun Jush, Tuan Truong, Steffen Vogler +1
A wide range of imaging techniques and data formats available for medical images make accurate retrieval from image databases challenging. Efficient retrieval systems are crucial i…
Uncertainty Estimation in Contrast-Enhanced MR Image Translation with Multi-Axis Fusion
Ivo M. Baltruschat, Parvaneh Janbakhshi, Melanie Dohmen +1
In recent years, deep learning has been applied to a wide range of medical imaging and image processing tasks. In this work, we focus on the estimation of epistemic uncertainty for…
fRegGAN with K-space Loss Regularization for Medical Image Translation
Ivo M. Baltruschat, Felix Kreis, Alexander Hoelscher +2
Generative adversarial networks (GANs) have shown remarkable success in generating realistic images and are increasingly used in medical imaging for image-to-image translation task…