Christian Etmann

Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans

Michael Roberts, Derek Driggs, Matthew Thorpe et al. · Research Explorer (The University of Manchester) · 2020 · 937 citations · Full text

Deep learning for tumor classification in imaging mass spectrometry

Jens Behrmann, Christian Etmann, Tobias Boskamp et al. · Bioinformatics · 2017 · 129 citations · Full text

On the Connection Between Adversarial Robustness and Saliency Map\n Interpretability

Christian Etmann, Sebastian Lunz, Carola‐Bibiane Schönlieb · arXiv (Cornell University) · 2019 · 74 citations · Full text

On the Connection Between Adversarial Robustness and Saliency Map Interpretability

Christian Etmann, Sebastian Lunz, Carola‐Bibiane Schönlieb · arXiv (Cornell University) · 2019 · 32 citations · Full text

Image Analysis, Machine Learning, Machine Vision +15

iUNets: Learnable Invertible Up- and Downsampling for Large-Scale Inverse Problems

Christian Etmann, Rihuan Ke, Carola‐Bibiane Schönlieb · 2020 · 24 citations

Geometric Learning, Convolutional Neural Network, Engineering +21