Thomas Schultz

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 47

Top Topics

Interactive Visualization

Medical Image Segmentation

Diffusion Tensor

Diabetic Retinopathy

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Renata G. Raidou, Bjorn Sommer, Torsten W. Kuhlen, Michael Krone, Thomas Schultz, Hsiang-Yun Wu
Foreword special section on VSI: C&G VCBM 2022. Comput. Graph. 119 (2024)
Marlo Bareth, Samuel Groeschel, Johannes Gruen, Pablo Pretzel, Thomas Schultz
Detection and Visual Analysis of Pathological Abnormalities in Diffusion Tensor Imaging with an Anomaly Lens. EuroVis (Short Papers) (2023)
Jonathan Lennartz, Thomas Schultz
Segmentation Distortion: Quantifying Segmentation Uncertainty Under Domain Shift via the Effects of Anomalous Activations. MICCAI (3) (2023)
Ikram Jumakulyyev, Thomas Schultz
Combining Image Space and q-Space PDEs for Lossless Compression of Diffusion MR Images. J. Math. Imaging Vis. 65 (4) (2023)
Johannes Gruen, Jonah Sieg, Thomas Schultz
Anisotropic Fanning Aware Low-Rank Tensor Approximation Based Tractography. CDMRI@MICCAI (2023)
Johannes Gruen, Samuel Groeschel, Thomas Schultz
Spatially regularized low-rank tensor approximation for accurate and fast tractography. NeuroImage 271 (2023)
Johannes Gruen, Gemma van der Voort, Thomas Schultz
Model Averaging and Bootstrap Consensus-based Uncertainty Reduction in Diffusion MRI Tractography. Comput. Graph. Forum 42 (1) (2023)
Rasha Sheikh, Morris Klasen, Thomas Schultz
Adaptive Optimization with Fewer Epochs Improves Across-Scanner Generalization of U-Net Based Medical Image Segmentation. DART@MICCAI (2022)
Rasha Sheikh, Thomas Schultz
Unsupervised Domain Adaptation for Medical Image Segmentation via Self-Training of Early Features. MIDL (2022)
Kay Nieselt, Steffen Oeltze-Jafra, Thomas Schultz, Noeska N. Smit, Björn Sommer
Foreword. Comput. Graph. 108 (2022)
Mohammad Khatami, Regina Wehler, Thomas Schultz
Parcellation-Free prediction of task fMRI activations from dMRI tractography. Medical Image Anal. 76 (2022)
Ikram Jumakulyyev, Thomas Schultz
Lossless PDE-based Compression of 3D Medical Images. SSVM (2021)
Sobhan Moazemi, Markus Essler, Thomas Schultz, Ralph A. Bundschuh
Predicting Treatment Response in Prostate Cancer Patients Based on Multimodal PET/CT for Clinical Decision Support. ML-CDS@MICCAI (2021)
Johannes Gruen, Gemma van der Voort, Thomas Schultz
Reducing Model Uncertainty in Crossing Fiber Tractography. VCBM (2021)
Rasha Sheikh, Andres Milioto, Philipp Lottes, Cyrill Stachniss, Maren Bennewitz, Thomas Schultz
Gradient and Log-based Active Learning for Semantic Segmentation of Crop and Weed for Agricultural Robots. ICRA (2020)
Agajan Torayev, Thomas Schultz
Interactive Classification of Multi-Shell Diffusion MRI With Features From a Dual-Branch CNN Autoencoder. VCBM (2020)
Rasha Sheikh, Thomas Schultz
Feature Preserving Smoothing Provides Simple and Effective Data Augmentation for Medical Image Segmentation. MICCAI (1) (2020)
Simon Mueller, Snezhana Karpova, Maximilian W. M. Wintergerst, Kaushik Murali, Mahesh P. Shanmugam, Robert P. Finger, Thomas Schultz
Automated Detection of Diabetic Retinopathy from Smartphone Fundus Videos. OMIA@MICCAI (2020)
Ikram Jumakulyyev, Thomas Schultz
Fourth-Order Anisotropic Diffusion for Inpainting and Image Compression. CoRR (2020)
Christian Winkler, Katharina Linden, Andreas Mayr, Thomas Schultz, Thomas Welchowski, Johannes Breuer, Ulrike Herberg
RefCurv: A software for the construction of pediatric reference curves. Softw. Impacts 6 (2020)
Thomas Schultz, Anna Puig, Bernhard Kainz
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. 83 (2019)
Michael Ankele, Thomas Schultz
DT-MRI Streamsurfaces Revisited. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Mohammad Khatami, Regina Wehler, Thomas Schultz
Cobundlemap: Consistent 2D Parameterization of Fiber Bundles Across Subjects and Hemispheres. ISBI (2019)
Shekoufeh Gorgi Zadeh, Maximilian W. M. Wintergerst, Thomas Schultz
Intelligent interaction and uncertainty visualization for efficient drusen and retinal layer segmentation in Optical Coherence Tomography. Comput. Graph. 83 (2019)
Amin Abbasloo, Vitalis Wiens, Tobias Schmidt-Wilcke, Pia C. Sundgren, Reinhard Klein, Thomas Schultz
Interactive Formation of Statistical Hypotheses in Diffusion Tensor Imaging. VCBM (2019)
Mohammad Khatami, Thomas Schultz
Open-Box Training of Kernel Support Vector Machines: Opportunities and Limitations. VMV (2019)
Remco Duits, Giovanna Citti, Andrea Fuster, Thomas Schultz
Differential Geometry and Orientation Analysis in Image Processing. J. Math. Imaging Vis. 60 (6) (2018)
Shekoufeh Gorgi Zadeh, Maximilian W. M. Wintergerst, Thomas Schultz
Uncertainty-Guided Semi-Automated Editing of CNN-based Retinal Layer Segmentations in Optical Coherence Tomography. VCBM@MICCAI (2018)
Kanil Patel, Samuel Groeschel, Thomas Schultz
Better Fiber ODFs from Suboptimal Data with Autoencoder Based Regularization. MICCAI (3) (2018)
Andrea Fuster, Evren Özarslan, Thomas Schultz, Eugene Zhang
Visualization and Processing of Anisotropy in Imaging, Geometry, and Astronomy (Dagstuhl Seminar 18442). Dagstuhl Reports 8 (10) (2018)
Mohammad Khatami, Tobias Schmidt-Wilcke, Pia C. Sundgren, Amin Abbasloo, Bernhard Schölkopf, Thomas Schultz
BundleMAP: Anatomically localized classification, regression, and hypothesis testing in diffusion MRI. Pattern Recognit. 63 (2017)
Shekoufeh Gorgi Zadeh, Maximilian W. M. Wintergerst, Vitalis Wiens, Sarah Thiele, Frank G. Holz, Robert P. Finger, Thomas Schultz
CNNs Enable Accurate and Fast Segmentation of Drusen in Optical Coherence Tomography. DLMIA/ML-CDS@MICCAI (2017)
Amin Abbasloo, Vitalis Wiens, Tobias Schmidt-Wilcke, Pia C. Sundgren, Reinhard Klein, Thomas Schultz
Visual Analytics of Group Differences in Tensor Fields: Application to Clinical DTI. CoRR (2017)
Michael Ankele, Lek-Heng Lim, Samuel Groeschel, Thomas Schultz
Versatile, robust, and efficient tractography with constrained higher-order tensor fODFs. Int. J. Comput. Assist. Radiol. Surg. 12 (8) (2017)
Mohammad Khatami, Katrin Sakreida, Georg Neuloh, Thomas Schultz
A Bag-of-Features Approach to Predicting TMS Language Mapping Results from DSI Tractography. MICCAI (1) (2017)
Shekoufeh Gorgi Zadeh, Stephan Didas, Maximilian W. M. Wintergerst, Thomas Schultz
Multi-scale Anisotropic Fourth-Order Diffusion Improves Ridge and Valley Localization. J. Math. Imaging Vis. 59 (2) (2017)
Andreas Haupt, Mohammad Khatami, Thomas Schultz, Ngoc Mai Tran
Classification on Large Networks: A Quantitative Bound via Motifs and Graphons. CoRR (2017)
Max Hermann, Anja C. Schunke, Thomas Schultz, Reinhard Klein
Accurate Interactive Visualization of Large Deformations and Variability in Biomedical Image Ensembles. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Shekoufeh Gorgi Zadeh, Stephan Didas, Maximilian W. M. Wintergerst, Thomas Schultz
Multi-Scale Anisotropic Fourth-Order Diffusion Improves Ridge and Valley Localization. CoRR (2016)
Jonathan Palacios, Harry Yeh, Wenping Wang, Yue Zhang, Robert S. Laramee, Ritesh Sharma, Thomas Schultz, Eugene Zhang
Feature Surfaces in Symmetric Tensor Fields Based on Eigenvalue Manifold. IEEE Trans. Vis. Comput. Graph. 22 (3) (2016)
Amin Abbasloo, Vitalis Wiens, Max Hermann, Thomas Schultz
Visualizing Tensor Normal Distributions at Multiple Levels of Detail. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Ingrid Hotz, Evren Özarslan, Thomas Schultz
Multidisciplinary Approaches to Multivalued Data: Modeling, Visualization, Analysis (Dagstuhl Seminar 16142). Dagstuhl Reports 6 (4) (2016)
Changgong Zhang, Thomas Schultz, Kai Lawonn, Elmar Eisemann, Anna Vilanova
Glyph-Based Comparative Visualization for Diffusion Tensor Fields. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Michael Ankele, Lek-Heng Lim, Samuel Groeschel, Thomas Schultz
Fast and Accurate Multi-tissue Deconvolution Using SHORE and H-psd Tensors. MICCAI (3) (2016)
Shekoufeh Gorgi Zadeh, Max Hermann, Elisa Merklingen, Jan-Gero Schloetel, Thomas Schultz
Quantifying image structures in high-throughput microscopy with total variation flow. ISBI (2016)
Samory Kpotufe, Abdeslam Boularias, Thomas Schultz, Kyoungok Kim
Gradients Weights improve Regression and Classification. J. Mach. Learn. Res. 17 (2016)
Alexandra Tobisch, Tony Stöcker, Samuel Groeschel, Thomas Schultz
Iteratively reweighted L1-fitting for model-independent outlier removal and regularization in diffusion MRI. ISBI (2016)
Antonio de la Vega de León, Shilva Kayastha, Dilyana Dimova, Thomas Schultz, Jürgen Bajorath
Visualization of multi-property landscapes for compound selection and optimization. J. Comput. Aided Mol. Des. 29 (8) (2015)
Krishna Prasad Soundararajan, Thomas Schultz
Learning Probabilistic Transfer Functions: A Comparative Study of Classifiers. Comput. Graph. Forum 34 (3) (2015)
Simon Koppers, Thomas Schultz, Dorit Merhof
Spherical Ridgelets for Multi-Diffusion Tensor Refinement. Bildverarbeitung für die Medizin (2015)
Mohammad Khatami, Tobias Schmidt-Wilcke, Pia C. Sundgren, Amin Abbasloo, Bernhard Schölkopf, Thomas Schultz
BundleMAP: Anatomically Localized Features from dMRI for Detection of Disease. MLMI (2015)
Michael Ankele, Thomas Schultz
Quantifying Microstructure in Fiber Crossings with Diffusional Kurtosis. MICCAI (1) (2015)
Vitalis Wiens, Lara Schlaffke, Tobias Schmidt-Wilcke, Thomas Schultz
Visualizing Uncertainty in HARDI Tractography Using Superquadric Streamtubes. EuroVis (Short Papers) (2014)
Max Hermann, Reinhard Klein, Thomas Schultz
Segmentation-free quantification of spots on a homogeneous background. IEEE VAST (2014)
Peter Gerber, Lara Schlaffke, Stefanie Heba, Mark W. Greenlee, Thomas Schultz, Tobias Schmidt-Wilcke
Juggling revisited - A voxel-based morphometry study with expert jugglers. NeuroImage 95 (2014)
Max Hermann, Anja C. Schunke, Thomas Schultz, Reinhard Klein
A Visual Analytics Approach to Study Anatomic Covariation. PacificVis (2014)
Thomas Schultz, Samuel Groeschel
Auto-calibrating Spherical Deconvolution Based on ODF Sparsity. MICCAI (1) (2013)
Thomas Schultz, Gordon L. Kindlmann
Open-Box Spectral Clustering: Applications to Medical Image Analysis. IEEE Trans. Vis. Comput. Graph. 19 (12) (2013)
Thomas Schultz, Lara Schlaffke, Bernhard Schölkopf, Tobias Schmidt-Wilcke
HiFiVE: A Hilbert Space Embedding of Fiber Variability Estimates for Uncertainty Modeling and Visualization. Comput. Graph. Forum 32 (3) (2013)
Thomas Schultz, Anna Vilanova, Ralph Brecheisen, Gordon L. Kindlmann
Fuzzy Fibers: Uncertainty in dMRI Tractography. CoRR (2013)
Thomas Schultz, Peter Gerber, Tobias Schmidt-Wilcke
Juggling Increases Interhemispheric Brain Connectivity: A Visual and Quantitative dMRI Study. VMV (2012)
Thomas Schultz
Learning a Reliable Estimate of the Number of Fiber Directions in Diffusion MRI. MICCAI (3) (2012)
Raúl San José Estépar, James C. Ross, Karl Russian, Thomas Schultz, George R. Washko, Gordon L. Kindlmann
Computational vascular morphometry for the assessment of pulmonary vascular disease based on scale-space particles. ISBI (2012)
Thomas Schultz
Topological Features in 2D Symmetric Higher-Order Tensor Fields. Comput. Graph. Forum 30 (3) (2011)
Thomas Schultz
Segmenting Thalamic Nuclei: What Can We Gain from HARDI? MICCAI (2) (2011)
Thomas Schultz, Gordon L. Kindlmann
Superquadric Glyphs for Symmetric Second-Order Tensors. IEEE Trans. Vis. Comput. Graph. 16 (6) (2010)
Thomas Schultz, Carl-Fredrik Westin, Gordon L. Kindlmann
Multi-Diffusion-Tensor Fitting via Spherical Deconvolution: A Unifying Framework. MICCAI (1) (2010)
Thomas Schultz, Holger Theisel, Hans-Peter Seidel
Crease Surfaces: From Theory to Extraction and Application to Diffusion Tensor MRI. IEEE Trans. Vis. Comput. Graph. 16 (1) (2010)
Thomas Schultz, Gordon L. Kindlmann
A Maximum Enhancing Higher-Order Tensor Glyph. Comput. Graph. Forum 29 (3) (2010)
Thomas Schultz
Verfahren zur merkmalsbasierten Analyse von Daten der Diffusions-Bildgebung. Ausgezeichnete Informatikdissertationen (2009)
Thomas Schultz, Hans-Peter Seidel
Estimating Crossing Fibers: A Tensor Decomposition Approach. IEEE Trans. Vis. Comput. Graph. 14 (6) (2008)
Thomas Schultz, Natascha Sauber, Alfred Anwander, Holger Theisel, Hans-Peter Seidel
Virtual Klingler Dissection: Putting Fibers into Context. Comput. Graph. Forum 27 (3) (2008)
Thomas Schultz, Hans-Peter Seidel
Using Eigenvalue Derivatives for Edge Detection in DT-MRI Data. DAGM-Symposium (2008)
Thomas Schultz, Holger Theisel, Hans-Peter Seidel
Segmentation of DT-MRI Anisotropy Isosurfaces. EuroVis (2007)
Thomas Schultz, Holger Theisel, Hans-Peter Seidel
Topological Visualization of Brain Diffusion MRI Data. IEEE Trans. Vis. Comput. Graph. 13 (6) (2007)
Thomas Schultz, Bernhard Burgeth, Joachim Weickert
Flexible Segmentation and Smoothing of DT-MRI Fields Through a Customizable Structure Tensor. ISVC (1) (2006)