Max Blendowski

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 7

Top Topics

Image Registration

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Medical Image Anal.

Bildverarbeitung für die Medizin

Publications

Max Blendowski, Lasse Hansen, Mattias P. Heinrich
Weakly-supervised learning of multi-modal features for regularised iterative descent in 3D image registration. Medical Image Anal. 67 (2021)
Max Blendowski, Nassim Bouteldja, Mattias P. Heinrich
Multimodal 3D medical image registration guided by shape encoder-decoder networks. Int. J. Comput. Assist. Radiol. Surg. 15 (2) (2020)
Max Blendowski, Mattias P. Heinrich
Learning to map between ferns with differentiable binary embedding networks. CoRR (2020)
Max Blendowski, Mattias P. Heinrich
Combining MRF-based deformable registration and deep binary 3D-CNN descriptors for large lung motion estimation in COPD patients. Int. J. Comput. Assist. Radiol. Surg. 14 (1) (2019)
Max Blendowski, Mattias P. Heinrich
Learning interpretable multi-modal features for alignment with supervised iterative descent. MIDL (2019)
Mattias P. Heinrich, Max Blendowski, Ozan Oktay
TernaryNet: faster deep model inference without GPUs for medical 3D segmentation using sparse and binary convolutions. Int. J. Comput. Assist. Radiol. Surg. 13 (9) (2018)
Max Blendowski, Mattias P. Heinrich
3D-CNNs for Deep Binary Descriptor Learning in Medical Volume Data. Bildverarbeitung für die Medizin (2018)