Christian F. Baumgartner

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

Olivier Bernard, Alain Lalande, Clément Zotti et al. · IEEE Transactions on Medical Imaging · 2018 · 2.1K citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +22

SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound

Christian F. Baumgartner, Konstantinos Kamnitsas, Jacqueline Matthew et al. · IEEE Transactions on Medical Imaging · 2017 · 391 citations · Full text

Obstetric Imaging, Medical Ultrasound, Convolutional Neural Network +24

MR Image Reconstruction Using Deep Density Priors

Kerem Can Tezcan, Christian F. Baumgartner, Roger Luechinger et al. · IEEE Transactions on Medical Imaging · 2018 · 166 citations · Full text

Clinical evaluation of fully automated thigh muscle and adipose tissue segmentation using a U-Net deep learning architecture in context of osteoarthritic knee pain

Jana Kemnitz, Christian F. Baumgartner, F. Eckstein et al. · Magnetic Resonance Materials in Physics Biology and Medicine · 2019 · 50 citations · Full text

Automated Detection of Motion Artefacts in MR Imaging Using Decision Forests

Benedikt Lorch, Ghislain Vaillant, Christian F. Baumgartner et al. · Journal of Medical Engineering · 2017 · 47 citations · Full text