Thomas Schultz
Orcid: 0000-0002-1200-7248Affiliations:
- University of Bonn, Institute of Computer Science, Germany
- Max Planck Institute for Intelligent Systems, Tübingen, Germany
- University of Chicago, Computer Science Department and Computation Institute, USA
- Max Planck Institute for Informatics, Saarbrücken, Germany
According to our database1,
Thomas Schultz
authored at least 79 papers
between 2006 and 2023.
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Bibliography
2023
Combining Image Space and q-Space PDEs for Lossless Compression of Diffusion MR Images.
J. Math. Imaging Vis., August, 2023
Spatially regularized low-rank tensor approximation for accurate and fast tractography.
NeuroImage, May, 2023
Model Averaging and Bootstrap Consensus-based Uncertainty Reduction in Diffusion MRI Tractography.
Comput. Graph. Forum, February, 2023
Segmentation Distortion: Quantifying Segmentation Uncertainty Under Domain Shift via the Effects of Anomalous Activations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Computational Diffusion MRI - 14th International Workshop, 2023
2022
Medical Image Anal., 2022
Unsupervised Domain Adaptation for Medical Image Segmentation via Self-Training of Early Features.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Adaptive Optimization with Fewer Epochs Improves Across-Scanner Generalization of U-Net Based Medical Image Segmentation.
Proceedings of the Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, 2022
2021
Proceedings of the VCBM 2021: 11th Eurographics Workshop on Visual Computing for Biology and Medicine, 2021
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2021
Predicting Treatment Response in Prostate Cancer Patients Based on Multimodal PET/CT for Clinical Decision Support.
Proceedings of the Multimodal Learning for Clinical Decision Support, 2021
2020
Softw. Impacts, 2020
Interactive Classification of Multi-Shell Diffusion MRI With Features From a Dual-Branch CNN Autoencoder.
Proceedings of the 10th Eurographics Workshop on Visual Computing for Biology and Medicine, 2020
Feature Preserving Smoothing Provides Simple and Effective Data Augmentation for Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020
Gradient and Log-based Active Learning for Semantic Segmentation of Crop and Weed for Agricultural Robots.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
2019
Intelligent interaction and uncertainty visualization for efficient drusen and retinal layer segmentation in Optical Coherence Tomography.
Comput. Graph., 2019
Foreword to the special section on the Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM) at Medical Image Computing and Computer Assisted Intervention (MICCAI) 2018.
Comput. Graph., 2019
Proceedings of the 24th International Symposium on Vision, Modeling, and Visualization, 2019
Proceedings of the Eurographics Workshop on Visual Computing for Biology and Medicine, 2019
Cobundlemap: Consistent 2D Parameterization of Fiber Bundles Across Subjects and Hemispheres.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
J. Math. Imaging Vis., 2018
Visualization and Processing of Anisotropy in Imaging, Geometry, and Astronomy (Dagstuhl Seminar 18442).
Dagstuhl Reports, 2018
Uncertainty-Guided Semi-Automated Editing of CNN-based Retinal Layer Segmentations in Optical Coherence Tomography.
Proceedings of the 8th Eurographics Workshop on Visual Computing for Biology and Medicine, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
2017
BundleMAP: Anatomically localized classification, regression, and hypothesis testing in diffusion MRI.
Pattern Recognit., 2017
Multi-scale Anisotropic Fourth-Order Diffusion Improves Ridge and Valley Localization.
J. Math. Imaging Vis., 2017
CoRR, 2017
CoRR, 2017
Versatile, robust, and efficient tractography with constrained higher-order tensor fODFs.
Int. J. Comput. Assist. Radiol. Surg., 2017
CNNs Enable Accurate and Fast Segmentation of Drusen in Optical Coherence Tomography.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017
A Bag-of-Features Approach to Predicting TMS Language Mapping Results from DSI Tractography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
2016
IEEE Trans. Vis. Comput. Graph., 2016
IEEE Trans. Vis. Comput. Graph., 2016
Accurate Interactive Visualization of Large Deformations and Variability in Biomedical Image Ensembles.
IEEE Trans. Vis. Comput. Graph., 2016
IEEE Trans. Vis. Comput. Graph., 2016
Multidisciplinary Approaches to Multivalued Data: Modeling, Visualization, Analysis (Dagstuhl Seminar 16142).
Dagstuhl Reports, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Quantifying image structures in high-throughput microscopy with total variation flow.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Iteratively reweighted L1-fitting for model-independent outlier removal and regularization in diffusion MRI.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
J. Comput. Aided Mol. Des., 2015
Comput. Graph. Forum, 2015
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
Statistical and Machine Learning Methods for Neuroimaging: Examples, Challenges, and Extensions to Diffusion Imaging Data.
Proceedings of the Visualization and Processing of Higher Order Descriptors for Multi-Valued Data, 2015
2014
NeuroImage, 2014
Proceedings of the 16th Eurographics Conference on Visualization, 2014
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014
Proceedings of the IEEE Pacific Visualization Symposium, 2014
Proceedings of the Scientific Visualization, 2014
Proceedings of the Scientific Visualization, 2014
Proceedings of the Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, 2014
2013
IEEE Trans. Vis. Comput. Graph., 2013
HiFiVE: A Hilbert Space Embedding of Fiber Variability Estimates for Uncertainty Modeling and Visualization.
Comput. Graph. Forum, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
2012
Juggling Increases Interhemispheric Brain Connectivity: A Visual and Quantitative dMRI Study.
Proceedings of the 17th International Workshop on Vision, Modeling, and Visualization, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Computational vascular morphometry for the assessment of pulmonary vascular disease based on scale-space particles.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
Comput. Graph. Forum, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Scientific Visualization: Interactions, Features, Metaphors, 2011
2010
IEEE Trans. Vis. Comput. Graph., 2010
IEEE Trans. Vis. Comput. Graph., 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
2009
Proceedings of the Ausgezeichnete Informatikdissertationen 2009, 2009
2008
IEEE Trans. Vis. Comput. Graph., 2008
Proceedings of the Pattern Recognition, 2008
2007
IEEE Trans. Vis. Comput. Graph., 2007
Proceedings of the 9th Joint Eurographics - IEEE VGTC Symposium on Visualization, 2007
2006
Flexible Segmentation and Smoothing of DT-MRI Fields Through a Customizable Structure Tensor.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006