Matthias Wilms
Title
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Cited by
Year
ISLES 2015-A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI
O Maier, BH Menze, J von der Gablentz, L Häni, MP Heinrich, M Liebrand, ...
Medical image analysis 35, 250-269, 2017
2292017
Extra tree forests for sub-acute ischemic stroke lesion segmentation in MR sequences
O Maier, M Wilms, J von der Gablentz, UM Krämer, TF Münte, H Handels
Journal of neuroscience methods 240, 89-100, 2015
1112015
Training CNNs for image registration from few samples with model-based data augmentation
H Uzunova, M Wilms, H Handels, J Ehrhardt
International Conference on Medical Image Computing and Computer-Assisted …, 2017
342017
Multivariate regression approaches for surrogate-based diffeomorphic estimation of respiratory motion in radiation therapy
M Wilms, R Werner, J Ehrhardt, A Schmidt-Richberg, HP Schlemmer, ...
Physics in Medicine & Biology 59 (5), 1147, 2014
332014
Statistical shape modeling of the left ventricle: myocardial infarct classification challenge
A Suinesiaputra, P Ablin, X Alba, M Alessandrini, J Allen, W Bai, S Cimen, ...
IEEE journal of biomedical and health informatics 22 (2), 503-515, 2017
292017
Direct visuo-haptic 4D volume rendering using respiratory motion models
D Fortmeier, M Wilms, A Mastmeyer, H Handels
IEEE transactions on haptics 8 (4), 371-383, 2015
272015
Real-Time Ultrasound Simulation for Training of US-Guided Needle Insertion in Breathing Virtual Patients
A Mastmeyer, M Wilms, D Fortmeier, J Schröder, H Handels
Medicine Meets Virtual Reality 22: NextMed/MMVR22 220, 219, 2016
202016
Ischemic stroke lesion segmentation in multi-spectral MR images with support vector machine classifiers
O Maier, M Wilms, J von der Gablentz, U Krämer, H Handels
Medical Imaging 2014: Computer-Aided Diagnosis 9035, 903504, 2014
202014
A 4D statistical shape model for automated segmentation of lungs with large tumors
M Wilms, J Ehrhardt, H Handels
International Conference on Medical Image Computing and Computer-Assisted …, 2012
182012
Population-based respiratory 4D motion atlas construction and its application for VR simulations of liver punctures
A Mastmeyer, M Wilms, H Handels
Medical Imaging 2018: Image Processing 10574, 1057417, 2018
152018
Interpatient respiratory motion model transfer for virtual reality simulations of liver punctures
A Mastmeyer, M Wilms, H Handels
arXiv preprint arXiv:1707.08554, 2017
152017
Image features for brain lesion segmentation using random forests
O Maier, M Wilms, H Handels
BrainLes 2015, 119-130, 2015
142015
Model-based sparse-to-dense image registration for realtime respiratory motion estimation in image-guided interventions
IY Ha, M Wilms, H Handels, MP Heinrich
IEEE Transactions on Biomedical Engineering 66 (2), 302-310, 2018
132018
Random forests with selected features for stroke lesion segmentation
O Maier, M Wilms, H Handels
Ischemic Stroke Lesion Segmentation, 17, 2015
112015
Model-based regularisation for respiratory motion estimation with sparse features in image-guided interventions
M Wilms, IY Ha, H Handels, MP Heinrich
International Conference on Medical Image Computing and Computer-Assisted …, 2016
102016
Correspondence model-based 4D VMAT dose simulation for analysis of local metastasis recurrence after extracranial SBRT
T Sothmann, T Gauer, M Wilms, R Werner
Physics in Medicine & Biology 62 (23), 9001, 2017
92017
Highly discriminative features for glioma segmentation in MR volumes with random forests
O Maier, M Wilms, H Handels
Proceedings of the Multimodal Brain Tumor Image Segmentation Challenge …, 2015
92015
Pulmonary lobe segmentation with level sets
A Schmidt-Richberg, J Ehrhardt, M Wilms, R Werner, H Handels
Medical Imaging 2012: Image Processing 8314, 83142V, 2012
92012
A Diffeomorphic MLR Framework for Surrogate-based Motion Estimation and Situation-adapted Dose Accumulation
R Werner, M Wilms, J Ehrhardt, A Schmidt-Richberg, M Blendowski, ...
Image-Guidance and Multimodal Dose Planning in Radiation Therapy Workshop, 42, 2012
92012
Multi-resolution multi-object statistical shape models based on the locality assumption
M Wilms, H Handels, J Ehrhardt
Medical image analysis 38, 17-29, 2017
82017
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Articles 1–20