Tassilo Klein
Tassilo Klein
SAP Machine Learning Research
Bestätigte E-Mail-Adresse bei sap.com
TitelZitiert vonJahr
DeepNAT: Deep convolutional neural network for segmenting neuroanatomy
C Wachinger, M Reuter, T Klein
NeuroImage 170, 434-445, 2018
1342018
Differentially Private Federated Learning: A Client Level Perspective
RC Geyer, T Klein, M Nabi
Conference on Advances in Neural Information Processing Systems (NIPS 2017 …, 2017
902017
Ultrasound confidence maps using random walks
A Karamalis, W Wein, T Klein, N Navab
Medical image analysis 16 (6), 1101-1112, 2012
852012
Fiducial-free registration procedure for navigated bronchoscopy
T Klein, J Traub, H Hautmann, A Ahmadian, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2007
272007
Three-dimensional sonographic examination of the midbrain for computer-aided diagnosis of movement disorders
A Plate, SA Ahmadi, O Pauly, T Klein, N Navab, K Bötzel
Ultrasound in medicine & biology 38 (12), 2041-2050, 2012
262012
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
262011
The 2D analytic signal for envelope detection and feature extraction on ultrasound images
C Wachinger, T Klein, N Navab
Medical image analysis 16 (6), 1073-1084, 2012
242012
Locally adaptive nakagami-based ultrasound similarity measures
C Wachinger, T Klein, N Navab
Ultrasonics 52 (4), 547-554, 2012
172012
Gaussian process uncertainty in age estimation as a measure of brain abnormality
BG Becker, T Klein, C Wachinger, ...
NeuroImage 175, 246-258, 2018
132018
The 2D analytic signal on RF and B-mode ultrasound images
C Wachinger, T Klein, N Navab
Biennial International Conference on Information Processing in Medical …, 2011
92011
Modeling of multi-view 3D freehand radio frequency ultrasound
T Klein, M Hansson, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2012
82012
Interactive guidance system for C-arm repositioning without radiation
T Klein, S Benhimane, J Traub, SM Heining, E Euler, N Navab
Bildverarbeitung für die Medizin 2007, 21-25, 2007
72007
Learning to remember: A synaptic plasticity driven framework for continual learning
O Ostapenko, M Puscas, T Klein, P Jahnichen, M Nabi
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
62019
RF ultrasound distribution-based confidence maps
T Klein, WM Wells
International Conference on Medical Image Computing and Computer-Assisted …, 2015
62015
Advanced planning and intra-operative validation for robot-assisted keyhole neurosurgery In ROBOCAST
SA Ahmadi, T Klein, N Navab, R Roth, RR Shamir, L Joskowicz, ...
2009 International Conference on Advanced Robotics, 1-7, 2009
62009
A multi-armed bandit to smartly select a training set from big medical data
B Gutiérrez, L Peter, T Klein, C Wachinger
International Conference on Medical Image Computing and Computer-Assisted …, 2017
52017
Spatial statistics based feature descriptor for RF ultrasound data
T Klein, M Hansson, N Navab
2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2011
52011
Discriminative Hallucination for Multi-Modal Few-Shot Learning
F Pahde, M Nabi, T Klein, P Jahnichen
2018 25th IEEE International Conference on Image Processing (ICIP), 156-160, 2018
42018
Low-shot learning from imaginary 3d model
F Pahde, M Puscas, J Wolff, T Klein, N Sebe, M Nabi
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 978-985, 2019
32019
Cross-modal hallucination for few-shot fine-grained recognition
F Pahde, P Jähnichen, T Klein, M Nabi
arXiv preprint arXiv:1806.05147, 2018
32018
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