Christian F. Baumgartner
Christian F. Baumgartner
University of Tübingen & ETH Zürich
Verified email at vision.ee.ethz.ch - Homepage
Title
Cited by
Cited by
Year
Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: is the problem solved?
O Bernard, A Lalande, C Zotti, F Cervenansky, X Yang, PA Heng, I Cetin, ...
IEEE transactions on medical imaging 37 (11), 2514-2525, 2018
2752018
Unsupervised domain adaptation in brain lesion segmentation with adversarial networks
K Kamnitsas, C Baumgartner, C Ledig, V Newcombe, J Simpson, A Kane, ...
International conference on information processing in medical imaging, 597-609, 2017
2332017
SonoNet: real-time detection and localisation of fetal standard scan planes in freehand ultrasound
CF Baumgartner, K Kamnitsas, J Matthew, TP Fletcher, S Smith, LM Koch, ...
IEEE transactions on medical imaging 36 (11), 2204-2215, 2017
1092017
An exploration of 2D and 3D deep learning techniques for cardiac MR image segmentation
CF Baumgartner, LM Koch, M Pollefeys, E Konukoglu
International Workshop on Statistical Atlases and Computational Models of …, 2017
1002017
Visual feature attribution using Wasserstein GANs
CF Baumgartner, LM Koch, K Can Tezcan, J Xi Ang, E Konukoglu
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
542018
High-resolution dynamic MR imaging of the thorax for respiratory motion correction of PET using groupwise manifold alignment
CF Baumgartner, C Kolbitsch, DR Balfour, PK Marsden, JR McClelland, ...
Medical image analysis 18 (7), 939-952, 2014
452014
Semi-supervised and task-driven data augmentation
K Chaitanya, N Karani, CF Baumgartner, A Becker, O Donati, ...
International conference on information processing in medical imaging, 29-41, 2019
402019
A lifelong learning approach to brain MR segmentation across scanners and protocols
N Karani, K Chaitanya, C Baumgartner, E Konukoglu
International Conference on Medical Image Computing and Computer-Assisted …, 2018
402018
Phiseg: Capturing uncertainty in medical image segmentation
CF Baumgartner, KC Tezcan, K Chaitanya, AM Hötker, UJ Muehlematter, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
392019
MR image reconstruction using deep density priors
KC Tezcan, CF Baumgartner, R Luechinger, KP Pruessmann, ...
IEEE transactions on medical imaging 38 (7), 1633-1642, 2018
382018
Real-time standard scan plane detection and localisation in fetal ultrasound using fully convolutional neural networks
CF Baumgartner, K Kamnitsas, J Matthew, S Smith, B Kainz, D Rueckert
International conference on medical image computing and computer-assisted …, 2016
352016
A unified tractography framework for comparing diffusion models on clinical scans
C Baumgartner, O Michailovich, J Levitt, O Pasternak, S Bouix, CF Westin, ...
Computational Diffusion MRI Workshop of MICCAI, Nice, 27-32, 2012
272012
Groupwise simultaneous manifold alignment for high-resolution dynamic MR imaging of respiratory motion
CF Baumgartner, C Kolbitsch, JR McClelland, D Rueckert, AP King
International Conference on Information Processing in Medical Imaging, 232-243, 2013
262013
Learning to segment medical images with scribble-supervision alone
YB Can, K Chaitanya, B Mustafa, LM Koch, E Konukoglu, ...
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018
232018
Autoadaptive motion modelling for MR-based respiratory motion estimation
CF Baumgartner, C Kolbitsch, JR McClelland, D Rueckert, AP King
Medical image analysis 35, 83-100, 2017
222017
A partially reversible U-Net for memory-efficient volumetric image segmentation
R Brügger, CF Baumgartner, E Konukoglu
International Conference on Medical Image Computing and Computer-Assisted …, 2019
212019
Multi-atlas segmentation using partially annotated data: methods and annotation strategies
LM Koch, M Rajchl, W Bai, CF Baumgartner, T Tong, ...
IEEE transactions on pattern analysis and machine intelligence 40 (7), 1683-1696, 2017
202017
Automated detection of motion artefacts in MR imaging using decision forests
B Lorch, G Vaillant, C Baumgartner, W Bai, D Rueckert, A Maier
Journal of medical engineering 2017, 2017
172017
Human-level performance on automatic head biometrics in fetal ultrasound using fully convolutional neural networks
M Sinclair, CF Baumgartner, J Matthew, W Bai, JC Martinez, Y Li, S Smith, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
152018
Self-aligning manifolds for matching disparate medical image datasets
CF Baumgartner, A Gomez, LM Koch, JR Housden, C Kolbitsch, ...
International Conference on Information Processing in Medical Imaging, 363-374, 2015
142015
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