Thomas Schultz

99 papers A* 1B 2Journal 43Unranked 40

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AI-in-The-Loop: The Future of Biomedical Visual Analytics Applications in the Era of AI. IEEE Computer Graphics and Applications Katja Bühler, Thomas Höllt, Thomas Schultz, Pere-Pau Vázquez
2025	J	`jnl`	CataractCompDetect: Intraoperative Complication Detection in Cataract Surgery. CoRR Bhuvan Sachdeva, Sneha Kumari, Rudransh Agarwal, Shalaka Kumaraswamy, Niharika Singri Prasad, Simon Mueller, Raphael Lechtenboehmer, Maximilian W. M. Wintergerst, Thomas Schultz, Kaushik Murali, Mohit Jain
2025	J	`jnl`	Global Context Is All You Need for Parallel Efficient Tractography Parcellation. CoRR Valentin von Bornhaupt, Johannes Gruen, Justus Bisten, Tobias Bauer, Theodor Rüber, Thomas Schultz
2025	—	`conf`	Phase-Informed Tool Segmentation for Manual Small-Incision Cataract Surgery. MICCAI (9) Bhuvan Sachdeva, Naren Akash R. J, Tajamul Ashraf, Simon Mueller, Thomas Schultz, Maximilian W. M. Wintergerst, Niharika Singri Prasad, Kaushik Murali, Mohit Jain
2025	J	`jnl`	Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2. CoRR Olivier Morelle, Justus Bisten, Maximilian W. M. Wintergerst, Robert Patrick Finger, Thomas Schultz
2025	—	`conf`	Weakly Supervised Segmentation of Hyper-reflective Foci with Compact Convolutional Transformers and SAM 2. Bildverarbeitung für die Medizin Olivier Morelle, Justus Bisten, Maximilian W. M. Wintergerst, Robert Patrick Finger, Thomas Schultz
2024	—	`conf`	Active Learning for Scribble-Based Diffusion MRI Segmentation. UNSURE@MICCAI Jonathan Lennartz, Golo Pohl, Thomas Schultz
2024	—	`conf`	Exploring Drusen Type and Appearance using Interpretable GANs. VCBM Christian Muth, Olivier Morelle, Renata Georgia Raidou, Maximilian W. M. Wintergerst, Robert Patrick Finger, Thomas Schultz
2024	J	`jnl`	Foreword special section on VSI: C&G VCBM 2022. Comput. Graph. Renata G. Raidou, Bjorn Sommer, Torsten W. Kuhlen, Michael Krone, Thomas Schultz, Hsiang-Yun Wu
2024	—	`conf`	Foundation Models Permit Retinal Layer Segmentation Across OCT Devices. GCPR (1) Olivier Morelle, Thomas Schultz
2024	—	`conf`	Learning Low-Rank Tensor Approximation for GPU-Based Tractography. CDMRI@MICCAI Johannes Gruen, Thomas Schultz
2024	J	`jnl`	Phase-Informed Tool Segmentation for Manual Small-Incision Cataract Surgery. CoRR Bhuvan Sachdeva, Naren Akash R. J, Tajamul Ashraf, Simon Mueller, Thomas Schultz, Maximilian W. M. Wintergerst, Niharika Singri Prasad, Kaushik Murali, Mohit Jain
2023	—	`conf`	Anisotropic Fanning Aware Low-Rank Tensor Approximation Based Tractography. CDMRI@MICCAI Johannes Gruen, Jonah Sieg, Thomas Schultz
2023	J	`jnl`	Combining Image Space and q-Space PDEs for Lossless Compression of Diffusion MR Images. J. Math. Imaging Vis. Ikram Jumakulyyev, Thomas Schultz
2023	—	`conf`	Detection and Visual Analysis of Pathological Abnormalities in Diffusion Tensor Imaging with an Anomaly Lens. EuroVis (Short Papers) Marlo Bareth, Samuel Groeschel, Johannes Gruen, Pablo Pretzel, Thomas Schultz
2023	J	`jnl`	Model Averaging and Bootstrap Consensus-based Uncertainty Reduction in Diffusion MRI Tractography. Comput. Graph. Forum Johannes Gruen, Gemma van der Voort, Thomas Schultz
2023	—	`conf`	Segmentation Distortion: Quantifying Segmentation Uncertainty Under Domain Shift via the Effects of Anomalous Activations. MICCAI (3) Jonathan Lennartz, Thomas Schultz
2023	J	`jnl`	Spatially regularized low-rank tensor approximation for accurate and fast tractography. NeuroImage Johannes Gruen, Samuel Groeschel, Thomas Schultz
2022	—	`conf`	Adaptive Optimization with Fewer Epochs Improves Across-Scanner Generalization of U-Net Based Medical Image Segmentation. DART@MICCAI Rasha Sheikh, Morris Klasen, Thomas Schultz
2022	—	`ed.`	Eurographics Workshop on Visual Computing for Biology and Medicine, VCBM 2022, Vienna, Austria, September 22-23, 2022 VCBM Renata G. Raidou, Björn Sommer, Torsten W. Kuhlen, Michael Krone, Thomas Schultz, Hsiang-Yun Wu
2022	J	`jnl`	Foreword. Comput. Graph. Kay Nieselt, Steffen Oeltze-Jafra, Thomas Schultz, Noeska N. Smit, Björn Sommer
2022	J	`jnl`	Parcellation-Free prediction of task fMRI activations from dMRI tractography. Medical Image Anal. Mohammad Khatami, Regina Wehler, Thomas Schultz
2022	—	`conf`	Unsupervised Domain Adaptation for Medical Image Segmentation via Self-Training of Early Features. MIDL Rasha Sheikh, Thomas Schultz
2021	—	`ed.`	11th Eurographics Workshop on Visual Computing for Biology and Medicine, VCBM 2021, Paris, France, September 22-24, 2021 VCBM Steffen Oeltze-Jafra, Noeska N. Smit, Björn Sommer, Kay Nieselt, Thomas Schultz
2021	—	`conf`	Lossless PDE-based Compression of 3D Medical Images. SSVM Ikram Jumakulyyev, Thomas Schultz
2021	—	`conf`	Predicting Treatment Response in Prostate Cancer Patients Based on Multimodal PET/CT for Clinical Decision Support. ML-CDS@MICCAI Sobhan Moazemi, Markus Essler, Thomas Schultz, Ralph A. Bundschuh
2021	—	`conf`	Reducing Model Uncertainty in Crossing Fiber Tractography. VCBM Johannes Gruen, Gemma van der Voort, Thomas Schultz
2020	—	`conf`	Automated Detection of Diabetic Retinopathy from Smartphone Fundus Videos. OMIA@MICCAI Simon Mueller, Snezhana Karpova, Maximilian W. M. Wintergerst, Kaushik Murali, Mahesh P. Shanmugam, Robert Patrick Finger, Thomas Schultz
2020	—	`conf`	Feature Preserving Smoothing Provides Simple and Effective Data Augmentation for Medical Image Segmentation. MICCAI (1) Rasha Sheikh, Thomas Schultz
2020	J	`jnl`	Fourth-Order Anisotropic Diffusion for Inpainting and Image Compression. CoRR Ikram Jumakulyyev, Thomas Schultz
2020	A*	`conf`	Gradient and Log-based Active Learning for Semantic Segmentation of Crop and Weed for Agricultural Robots. ICRA Rasha Sheikh, Andres Milioto, Philipp Lottes, Cyrill Stachniss, Maren Bennewitz, Thomas Schultz
2020	—	`conf`	Interactive Classification of Multi-Shell Diffusion MRI With Features From a Dual-Branch CNN Autoencoder. VCBM Agajan Torayev, Thomas Schultz
2020	J	`jnl`	RefCurv: A software for the construction of pediatric reference curves. Softw. Impacts Christian Winkler, Katharina Linden, Andreas Mayr, Thomas Schultz, Thomas Welchowski, Johannes Breuer, Ulrike Herberg
2019	—	`conf`	Cobundlemap: Consistent 2D Parameterization of Fiber Bundles Across Subjects and Hemispheres. ISBI Mohammad Khatami, Regina Wehler, Thomas Schultz
2019	J	`jnl`	DT-MRI Streamsurfaces Revisited. IEEE Trans. Vis. Comput. Graph. Michael Ankele, Thomas Schultz
2019	J	`jnl`	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. Thomas Schultz, Anna Puig, Bernhard Kainz
2019	J	`jnl`	Intelligent interaction and uncertainty visualization for efficient drusen and retinal layer segmentation in Optical Coherence Tomography. Comput. Graph. Shekoufeh Gorgi Zadeh, Maximilian W. M. Wintergerst, Thomas Schultz
2019	—	`conf`	Interactive Formation of Statistical Hypotheses in Diffusion Tensor Imaging. VCBM Amin Abbasloo, Vitalis Wiens, Tobias Schmidt-Wilcke, Pia C. Sundgren, Reinhard Klein, Thomas Schultz
2019	—	`conf`	Open-Box Training of Kernel Support Vector Machines: Opportunities and Limitations. VMV Mohammad Khatami, Thomas Schultz
2018	—	`ed.`	8th Eurographics Workshop on Visual Computing for Biology and Medicine, VCBM@MICCAI 2018, Granada, Spain, September 20-21, 2018 VCBM@MICCAI Anna Puig, Thomas Schultz, Anna Vilanova, Ingrid Hotz, Barbora Kozlíková, Pere-Pau Vázquez
2018	—	`conf`	Better Fiber ODFs from Suboptimal Data with Autoencoder Based Regularization. MICCAI (3) Kanil Patel, Samuel Groeschel, Thomas Schultz
2018	J	`jnl`	Differential Geometry and Orientation Analysis in Image Processing. J. Math. Imaging Vis. Remco Duits, Giovanna Citti, Andrea Fuster, Thomas Schultz
2018	—	`conf`	Uncertainty-Guided Semi-Automated Editing of CNN-based Retinal Layer Segmentations in Optical Coherence Tomography. VCBM@MICCAI Shekoufeh Gorgi Zadeh, Maximilian W. M. Wintergerst, Thomas Schultz
2018	J	`jnl`	Visualization and Processing of Anisotropy in Imaging, Geometry, and Astronomy (Dagstuhl Seminar 18442). Dagstuhl Reports Andrea Fuster, Evren Özarslan, Thomas Schultz, Eugene Zhang
2017	—	`conf`	A Bag-of-Features Approach to Predicting TMS Language Mapping Results from DSI Tractography. MICCAI (1) Mohammad Khatami, Katrin Sakreida, Georg Neuloh, Thomas Schultz
2017	J	`jnl`	BundleMAP: Anatomically localized classification, regression, and hypothesis testing in diffusion MRI. Pattern Recognit. Mohammad Khatami, Tobias Schmidt-Wilcke, Pia C. Sundgren, Amin Abbasloo, Bernhard Schölkopf, Thomas Schultz
2017	—	`conf`	CNNs Enable Accurate and Fast Segmentation of Drusen in Optical Coherence Tomography. DLMIA/ML-CDS@MICCAI Shekoufeh Gorgi Zadeh, Maximilian W. M. Wintergerst, Vitalis Wiens, Sarah Thiele, Frank G. Holz, Robert Patrick Finger, Thomas Schultz
2017	J	`jnl`	Classification on Large Networks: A Quantitative Bound via Motifs and Graphons. CoRR Andreas Haupt, Mohammad Khatami, Thomas Schultz, Ngoc Mai Tran
2017	J	`jnl`	Multi-scale Anisotropic Fourth-Order Diffusion Improves Ridge and Valley Localization. J. Math. Imaging Vis. Shekoufeh Gorgi Zadeh, Stephan Didas, Maximilian W. M. Wintergerst, Thomas Schultz
2017	J	`jnl`	Versatile, robust, and efficient tractography with constrained higher-order tensor fODFs. Int. J. Comput. Assist. Radiol. Surg. Michael Ankele, Lek-Heng Lim, Samuel Groeschel, Thomas Schultz
2017	J	`jnl`	Visual Analytics of Group Differences in Tensor Fields: Application to Clinical DTI. CoRR Amin Abbasloo, Vitalis Wiens, Tobias Schmidt-Wilcke, Pia C. Sundgren, Reinhard Klein, Thomas Schultz
2016	J	`jnl`	Accurate Interactive Visualization of Large Deformations and Variability in Biomedical Image Ensembles. IEEE Trans. Vis. Comput. Graph. Max Hermann, Anja C. Schunke, Thomas Schultz, Reinhard Klein
2016	—	`conf`	Fast and Accurate Multi-tissue Deconvolution Using SHORE and H-psd Tensors. MICCAI (3) Michael Ankele, Lek-Heng Lim, Samuel Groeschel, Thomas Schultz
2016	J	`jnl`	Feature Surfaces in Symmetric Tensor Fields Based on Eigenvalue Manifold. IEEE Trans. Vis. Comput. Graph. Jonathan Palacios, Harry Yeh, Wenping Wang, Yue Zhang, Robert S. Laramee, Ritesh Sharma, Thomas Schultz, Eugene Zhang
2016	J	`jnl`	Glyph-Based Comparative Visualization for Diffusion Tensor Fields. IEEE Trans. Vis. Comput. Graph. Changgong Zhang, Thomas Schultz, Kai Lawonn, Elmar Eisemann, Anna Vilanova
2016	J	`jnl`	Gradients Weights improve Regression and Classification. J. Mach. Learn. Res. Samory Kpotufe, Abdeslam Boularias, Thomas Schultz, Kyoungok Kim
2016	—	`conf`	Iteratively reweighted L1-fitting for model-independent outlier removal and regularization in diffusion MRI. ISBI Alexandra Tobisch, Tony Stöcker, Samuel Groeschel, Thomas Schultz
2016	J	`jnl`	Multi-Scale Anisotropic Fourth-Order Diffusion Improves Ridge and Valley Localization. CoRR Shekoufeh Gorgi Zadeh, Stephan Didas, Maximilian W. M. Wintergerst, Thomas Schultz
2016	J	`jnl`	Multidisciplinary Approaches to Multivalued Data: Modeling, Visualization, Analysis (Dagstuhl Seminar 16142). Dagstuhl Reports Ingrid Hotz, Evren Özarslan, Thomas Schultz
2016	—	`conf`	Quantifying image structures in high-throughput microscopy with total variation flow. ISBI Shekoufeh Gorgi Zadeh, Max Hermann, Elisa Merklingen, Jan-Gero Schloetel, Thomas Schultz
2016	J	`jnl`	Visualizing Tensor Normal Distributions at Multiple Levels of Detail. IEEE Trans. Vis. Comput. Graph. Amin Abbasloo, Vitalis Wiens, Max Hermann, Thomas Schultz
2015	—	`ed.`	20th International Symposium on Vision, Modeling, and Visualization, VMV 2015, Aachen, Germany, October 7-10, 2015. VMV David Bommes, Tobias Ritschel, Thomas Schultz
2015	—	`conf`	BundleMAP: Anatomically Localized Features from dMRI for Detection of Disease. MLMI Mohammad Khatami, Tobias Schmidt-Wilcke, Pia C. Sundgren, Amin Abbasloo, Bernhard Schölkopf, Thomas Schultz
2015	J	`jnl`	Learning Probabilistic Transfer Functions: A Comparative Study of Classifiers. Comput. Graph. Forum Krishna Prasad Soundararajan, Thomas Schultz
2015	—	`conf`	Quantifying Microstructure in Fiber Crossings with Diffusional Kurtosis. MICCAI (1) Michael Ankele, Thomas Schultz
2015	—	`conf`	Spherical Ridgelets for Multi-Diffusion Tensor Refinement. Bildverarbeitung für die Medizin Simon Koppers, Thomas Schultz, Dorit Merhof
2015	—	`ch.`	Statistical and Machine Learning Methods for Neuroimaging: Examples, Challenges, and Extensions to Diffusion Imaging Data. Visualization and Processing of Higher Order Descriptors for Multi-Valued Data Lauren J. O'Donnell, Thomas Schultz
2015	—	`book`	Visualization and Processing of Higher Order Descriptors for Multi-Valued Data Ingrid Hotz, Thomas Schultz
2015	J	`jnl`	Visualization of multi-property landscapes for compound selection and optimization. J. Comput. Aided Mol. Des. Antonio de la Vega de León, Shilva Kayastha, Dilyana Dimova, Thomas Schultz, Jürgen Bajorath
2014	B	`conf`	A Visual Analytics Approach to Study Anatomic Covariation. PacificVis Max Hermann, Anja C. Schunke, Thomas Schultz, Reinhard Klein
2014	—	`ed.`	Computational Diffusion MRI and Brain Connectivity, MICCAI Workshops CDMRI/MMBC, Nagoya, Japan, September 22nd, 2013 CDMRI/MMBC@MICCAI Thomas Schultz, Gemma L. Nedjati-Gilani, Archana Venkataraman, Lauren O'Donnell, Eleftheria Panagiotaki
2014	—	`ch.`	Fuzzy Fibers: Uncertainty in dMRI Tractography. Scientific Visualization Thomas Schultz, Anna Vilanova, Ralph Brecheisen, Gordon L. Kindlmann
2014	—	`ch.`	Higher-Order Tensors in Diffusion Imaging. Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data Thomas Schultz, Andrea Fuster, Aurobrata Ghosh, Rachid Deriche, Luc Florack, Lek-Heng Lim
2014	J	`jnl`	Juggling revisited - A voxel-based morphometry study with expert jugglers. NeuroImage Peter Gerber, Lara Schlaffke, Stefanie Heba, Mark W. Greenlee, Thomas Schultz, Tobias Schmidt-Wilcke
2014	—	`ch.`	Overview and State-of-the-Art of Uncertainty Visualization. Scientific Visualization Georges-Pierre Bonneau, Hans-Christian Hege, Chris R. Johnson, Manuel M. Oliveira, Kristin Potter, Penny Rheingans, Thomas Schultz
2014	—	`conf`	Segmentation-free quantification of spots on a homogeneous background. IEEE VAST Max Hermann, Reinhard Klein, Thomas Schultz
2014	—	`conf`	Visualizing Uncertainty in HARDI Tractography Using Superquadric Streamtubes. EuroVis (Short Papers) Vitalis Wiens, Lara Schlaffke, Tobias Schmidt-Wilcke, Thomas Schultz
2013	—	`conf`	Auto-calibrating Spherical Deconvolution Based on ODF Sparsity. MICCAI (1) Thomas Schultz, Samuel Groeschel
2013	J	`jnl`	Fuzzy Fibers: Uncertainty in dMRI Tractography. CoRR Thomas Schultz, Anna Vilanova, Ralph Brecheisen, Gordon L. Kindlmann
2013	J	`jnl`	HiFiVE: A Hilbert Space Embedding of Fiber Variability Estimates for Uncertainty Modeling and Visualization. Comput. Graph. Forum Thomas Schultz, Lara Schlaffke, Bernhard Schölkopf, Tobias Schmidt-Wilcke
2013	J	`jnl`	Open-Box Spectral Clustering: Applications to Medical Image Analysis. IEEE Trans. Vis. Comput. Graph. Thomas Schultz, Gordon L. Kindlmann
2012	—	`conf`	Computational vascular morphometry for the assessment of pulmonary vascular disease based on scale-space particles. ISBI Raúl San José Estépar, James C. Ross, Karl Russian, Thomas Schultz, George R. Washko, Gordon L. Kindlmann
2012	—	`conf`	Juggling Increases Interhemispheric Brain Connectivity: A Visual and Quantitative dMRI Study. VMV Thomas Schultz, Peter Gerber, Tobias Schmidt-Wilcke
2012	—	`conf`	Learning a Reliable Estimate of the Number of Fiber Directions in Diffusion MRI. MICCAI (3) Thomas Schultz
2011	—	`ch.`	Feature Extraction for DW-MRI Visualization: The State of the Art and Beyond. Scientific Visualization: Interactions, Features, Metaphors Thomas Schultz
2011	—	`conf`	Segmenting Thalamic Nuclei: What Can We Gain from HARDI? MICCAI (2) Thomas Schultz
2011	J	`jnl`	Topological Features in 2D Symmetric Higher-Order Tensor Fields. Comput. Graph. Forum Thomas Schultz
2010	J	`jnl`	A Maximum Enhancing Higher-Order Tensor Glyph. Comput. Graph. Forum Thomas Schultz, Gordon L. Kindlmann
2010	J	`jnl`	Crease Surfaces: From Theory to Extraction and Application to Diffusion Tensor MRI. IEEE Trans. Vis. Comput. Graph. Thomas Schultz, Holger Theisel, Hans-Peter Seidel
2010	—	`conf`	Multi-Diffusion-Tensor Fitting via Spherical Deconvolution: A Unifying Framework. MICCAI (1) Thomas Schultz, Carl-Fredrik Westin, Gordon L. Kindlmann
2010	J	`jnl`	Superquadric Glyphs for Symmetric Second-Order Tensors. IEEE Trans. Vis. Comput. Graph. Thomas Schultz, Gordon L. Kindlmann
2009	—	`—`	Feature extraction for visual analysis of DW-MRI data. Thomas Schultz
2009	—	`ch.`	Verfahren zur merkmalsbasierten Analyse von Daten der Diffusions-Bildgebung. Ausgezeichnete Informatikdissertationen Thomas Schultz
2008	J	`jnl`	Estimating Crossing Fibers: A Tensor Decomposition Approach. IEEE Trans. Vis. Comput. Graph. Thomas Schultz, Hans-Peter Seidel
2008	—	`conf`	Using Eigenvalue Derivatives for Edge Detection in DT-MRI Data. DAGM-Symposium Thomas Schultz, Hans-Peter Seidel
2008	J	`jnl`	Virtual Klingler Dissection: Putting Fibers into Context. Comput. Graph. Forum Thomas Schultz, Natascha Sauber, Alfred Anwander, Holger Theisel, Hans-Peter Seidel
2007	B	`conf`	Segmentation of DT-MRI Anisotropy Isosurfaces. EuroVis Thomas Schultz, Holger Theisel, Hans-Peter Seidel
2007	J	`jnl`	Topological Visualization of Brain Diffusion MRI Data. IEEE Trans. Vis. Comput. Graph. Thomas Schultz, Holger Theisel, Hans-Peter Seidel
2006	—	`conf`	Flexible Segmentation and Smoothing of DT-MRI Fields Through a Customizable Structure Tensor. ISVC (1) Thomas Schultz, Bernhard Burgeth, Joachim Weickert