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Maximilian Baust
Maximilian Baust
Senior Manager AI Developer Technology EMEA
Verified email at nvidia.com - Homepage
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Year
The future of digital health with federated learning
N Rieke, J Hancox, W Li, F Milletari, HR Roth, S Albarqouni, S Bakas, ...
NPJ digital medicine 3 (1), 1-7, 2020
4852020
Structure-preserving color normalization and sparse stain separation for histological images
A Vahadane, T Peng, A Sethi, S Albarqouni, L Wang, M Baust, K Steiger, ...
IEEE transactions on medical imaging 35 (8), 1962-1971, 2016
3582016
Bach: Grand challenge on breast cancer histology images
G Aresta, T Araújo, S Kwok, SS Chennamsetty, M Safwan, V Alex, ...
Medical image analysis 56, 122-139, 2019
3412019
Privacy-preserving federated brain tumour segmentation
W Li, F Milletarì, D Xu, N Rieke, J Hancox, W Zhu, M Baust, Y Cheng, ...
International workshop on machine learning in medical imaging, 133-141, 2019
2502019
Killingfusion: Non-rigid 3d reconstruction without correspondences
M Slavcheva, M Baust, D Cremers, S Ilic
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
1382017
Automatic segmentation of kidneys using deep learning for total kidney volume quantification in autosomal dominant polycystic kidney disease
K Sharma, C Rupprecht, A Caroli, MC Aparicio, A Remuzzi, M Baust, ...
Scientific reports 7 (1), 1-10, 2017
1342017
Learning in an uncertain world: Representing ambiguity through multiple hypotheses
C Rupprecht, I Laina, R DiPietro, M Baust, F Tombari, N Navab, GD Hager
Proceedings of the IEEE international conference on computer vision, 3591-3600, 2017
1302017
Sobolevfusion: 3d reconstruction of scenes undergoing free non-rigid motion
M Slavcheva, M Baust, S Ilic
Proceedings of the IEEE conference on computer vision and pattern …, 2018
822018
Deep active contours
C Rupprecht, E Huaroc, M Baust, N Navab
arXiv preprint arXiv:1607.05074, 2016
682016
Structure-preserved color normalization for histological images
A Vahadane, T Peng, S Albarqouni, M Baust, K Steiger, AM Schlitter, ...
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 1012-1015, 2015
682015
Vascular image registration techniques: A living review
S Matl, R Brosig, M Baust, N Navab, S Demirci
Medical image analysis 35, 1-17, 2017
422017
CFCM: segmentation via coarse to fine context memory
F Milletari, N Rieke, M Baust, M Esposito, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2018
392018
Assessment of breast cancer histology using densely connected convolutional networks
M Kohl, C Walz, F Ludwig, S Braunewell, M Baust
International Conference Image Analysis and Recognition, 903-913, 2018
322018
3D stent recovery from one x-ray projection
S Demirci, A Bigdelou, L Wang, C Wachinger, M Baust, R Tibrewal, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2011
302011
Midbrain segmentation in transcranial 3D ultrasound for Parkinson diagnosis
SA Ahmadi, M Baust, A Karamalis, A Plate, K Boetzel, T Klein, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2011
302011
Disocclusion-based 2D–3D registration for aortic interventions
S Demirci, M Baust, O Kutter, F Manstad-Hulaas, HH Eckstein, N Navab
Computers in biology and medicine 43 (4), 312-322, 2013
292013
Classification of polar maps from cardiac perfusion imaging with graph-convolutional neural networks
N Spier, S Nekolla, C Rupprecht, M Mustafa, N Navab, M Baust
Scientific reports 9 (1), 1-8, 2019
282019
Predicate-based focus-and-context visualization for 3D ultrasound
CS zu Berge, M Baust, A Kapoor, N Navab
IEEE Transactions on Visualization and Computer Graphics 20 (12), 2379-2387, 2014
192014
A general preconditioning scheme for difference measures in deformable registration
D Zikic, M Baust, A Kamen, N Navab
2011 International Conference on Computer Vision, 49-56, 2011
192011
Use the force: deformation correction in robotic 3D ultrasound
S Virga, R Göbl, M Baust, N Navab, C Hennersperger
International journal of computer assisted radiology and surgery 13 (5), 619-627, 2018
182018
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