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 · 2.3K citations · Full text

Medicine, Computer Science, Radiology +17

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 · 417 citations · Full text

Computing, Anatomy, Computer Science +16

MR Image Reconstruction Using Deep Density Priors

Kerem Can Tezcan, Christian F. Baumgartner, Roger Luechinger et al. · IEEE Transactions on Medical Imaging · 2018 · 170 citations · Full text

Computing, Computer Science, Radiology +17

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 · 53 citations · Full text

Medicine, Orthopaedic Surgery, Orthopedic Surgery +15

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 · 48 citations · Full text

Medicine, Biomedical Engineering, Radiology +17