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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
15252020
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
6202016
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
5722019
Privacy-preserving federated brain tumour segmentation
W Li, F Milletarì, D Xu, N Rieke, J Hancox, W Zhu, M Baust, Y Cheng, ...
Machine Learning in Medical Imaging: 10th International Workshop, MLMI 2019 …, 2019
5162019
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
2002017
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
1922017
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), 2049, 2017
1852017
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
1122018
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
1092015
Deep active contours
C Rupprecht, E Huaroc, M Baust, N Navab
arXiv preprint arXiv:1607.05074, 2016
872016
Machine learning in medical imaging
W Li, F Milletarì, D Xu, N Rieke, J Hancox, W Zhu, M Baust, Y Cheng, ...
10th international workshop, MLMI, 133-141, 2019
792019
Vascular image registration techniques: A living review
S Matl, R Brosig, M Baust, N Navab, S Demirci
Medical image analysis 35, 1-17, 2017
582017
Assessment of breast cancer histology using densely connected convolutional networks
M Kohl, C Walz, F Ludwig, S Braunewell, M Baust
Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018
542018
CFCM: segmentation via coarse to fine context memory
F Milletari, N Rieke, M Baust, M Esposito, N Navab
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
512018
Spherical fourier neural operators: Learning stable dynamics on the sphere
B Bonev, T Kurth, C Hundt, J Pathak, M Baust, K Kashinath, ...
International conference on machine learning, 2806-2823, 2023
502023
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), 7569, 2019
492019
3D stent recovery from one x-ray projection
S Demirci, A Bigdelou, L Wang, C Wachinger, M Baust, R Tibrewal, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011
372011
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
332013
Midbrain segmentation in transcranial 3D ultrasound for Parkinson diagnosis
SA Ahmadi, M Baust, A Karamalis, A Plate, K Boetzel, T Klein, N Navab
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011
332011
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, 619-627, 2018
292018
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