Matthias Lenga

Similarity and quality metrics for MR image-to-image translation

Melanie Dohmen, Mark Klemens, Ivo M. Baltruschat et al. · Scientific Reports · 2025 · 22 citations · Full text

Combining deep learning and model-based segmentation for labeled spine CT segmentation

Christian Buerger, Jens von Berg, Astrid Franz et al. · 2020 · 17 citations

Geometric Learning, Convolutional Neural Network, Engineering +20

Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary\n Centerline Extraction in Cardiac CT Angiography Scans

Zohaib Salahuddin, Matthias Lenga, Hannes Nickisch · arXiv (Cornell University) · 2020 · 15 citations · Full text

Continual Learning for Domain Adaptation in Chest X-ray Classification

Matthias Lenga, Heinrich Schulz, Axel Saalbach · arXiv (Cornell University) · 2020 · 13 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

How Transferable Are Self-supervised Features in Medical Image Classification Tasks?

Tuan Truong, Sadegh Mohammadi, Matthias Lenga · arXiv (Cornell University) · 2021 · 12 citations · Full text