Katja Bühler

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 52

Top Topics

Confocal Microscopy Images

Therapy Planning

Visual Analytics

Top Venues

IEEE Trans. Medical Imaging

Neuroinformatics

Publications

Theresa Neubauer, Astrid Berg, Maria Wimmer, Dimitrios Lenis, David Major, Philip Matthias Winter, Gaia Romana De Paolis, Johannes Novotny, Daniel Lüftner, Katja Reinharter, Katja Bühler
Multi-scale attention-based instance segmentation for measuring crystals with large size variation. CoRR (2024)
Philip Matthias Winter, Maria Wimmer, David Major, Dimitrios Lenis, Astrid Berg, Theresa Neubauer, Gaia Romana De Paolis, Johannes Novotny, Sophia Ulonska, Katja Bühler
PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks. CoRR (2024)
Theresa Neubauer, Astrid Berg, Maria Wimmer, Dimitrios Lenis, David Major, Philip Matthias Winter, Gaia Romana De Paolis, Johannes Novotny, Daniel Lüftner, Katja Reinharter, Katja Bühler
Multiscale Attention-Based Instance Segmentation for Measuring Crystals With Large Size Variation. IEEE Trans. Instrum. Meas. 73 (2024)
Astrid Berg, Eva Vandersmissen, Maria Wimmer, David Major, Theresa Neubauer, Dimitrios Lenis, Jeroen Cant, Annemiek Snoeckx, Katja Bühler
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods. Comput. Biol. Medicine 154 (2023)
David Major, Dimitrios Lenis, Maria Wimmer, Astrid Berg, Theresa Neubauer, Katja Bühler
On the Importance of Domain Awareness in Classifier Interpretations in Medical Imaging. IEEE Trans. Medical Imaging 42 (8) (2023)
Astrid Berg, Eva Vandersmissen, Maria Wimmer, David Major, Theresa Neubauer, Dimitrios Lenis, Jeroen Cant, Annemiek Snoeckx, Katja Bühler
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods. CoRR (2023)
Cornelia Travnicek, Veronika Nowak, Rudolf Ramler, Lukas Fischer, Katja Bühler
Examples of Long-Term Science-Industry Partnerships for Translational Computer Science. Comput. Sci. Eng. 25 (1) (2023)
Matthias Schlachter, Samuel Peters, Daniel Camenisch, Paul Martin Putora, Katja Bühler
Exploration of overlap volumes for radiotherapy plan evaluation with the aim of healthy tissue sparing. Comput. Biol. Medicine 166 (2023)
Katja Bühler, Barbora Kozlíková, Michael Krone, Cagatay Turkay, Ramasamy Pathmanaban
Visualization of Biomedical Data - Shaping the Future and Building Bridges (Dagstuhl Seminar 23451). Dagstuhl Reports 13 (11) (2023)
Maria Wimmer, Gert Sluiter, David Major, Dimitrios Lenis, Astrid Berg, Theresa Neubauer, Katja Bühler
Multi-Task Fusion for Improving Mammography Screening Data Classification. IEEE Trans. Medical Imaging 41 (4) (2022)
Marc Dietrichstein, David Major, Maria Wimmer, Dimitrios Lenis, Philip Winter, Astrid Berg, Theresa Neubauer, Katja Bühler
Anomaly Detection using Generative Models and Sum-Product Networks in Mammography Scans. CoRR (2022)
Katja Bühler
On Trust and Trustworthiness of Interpretable AI Methods for Decision Support in Radiology. BIODEVICES (2022)
Florian Ganglberger, Monika Wißmann, Hsiang-Yun Wu, Nicolas Swoboda, Andreas Thum, Wulf Haubensak, Katja Bühler
Spatial-data-driven layouting for brain network visualization. Comput. Graph. 105 (2022)
Marc Dietrichstein, David Major, Martin Trapp, Maria Wimmer, Dimitrios Lenis, Philip Winter, Astrid Berg, Theresa Neubauer, Katja Bühler
Anomaly Detection Using Generative Models and Sum-Product Networks in Mammography Scans. DGM4MICCAI@MICCAI (2022)
Katja Bühler, Cornelia Travniceck, Veronika Nowak, Edgar R. Weippl, Lukas Fischer, Rudolf Ramler, Robert Wille
Twenty Years of Successful Translational Research: A Case Study of Three COMET Centers. DEXA Workshops (2022)
Matthias Schlachter, Samuel Peters, Daniel Camenisch, Paul Martin Putora, Katja Bühler
Exploration of Overlap Volumes for Radiotherapy Plan Evaluation with the Aim of Healthy Tissue Sparing. CoRR (2021)
Florian Ganglberger, Joanna Kaczanowska, Wulf Haubensak, Katja Bühler
Visualising the Transition of Large Networks via Dimensionality Reduction to Illustrate the Evolution of the Human Brain. Eurographics (Short Papers) (2021)
Maria Wimmer, Gert Sluiter, David Major, Dimitrios Lenis, Astrid Berg, Theresa Neubauer, Katja Bühler
Multi-task fusion for improving mammography screening data classification. CoRR (2021)
Florian Ganglberger, Joanna Kaczanowska, Wulf Haubensak, Katja Bühler
A Data Structure for Real-Time Aggregation Queries of Big Brain Networks. Neuroinformatics 18 (1) (2020)
David Major, Dimitrios Lenis, Maria Wimmer, Gert Sluiter, Astrid Berg, Katja Bühler
Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis. CoRR (2020)
Barbora Kozlíková, Bernhard Preim, Katja Bühler, Renata G. Raidou
Foreword: Special Section on the Eurographics Workshop on Visual Computing for Biology and Medicine (EG VCBM) 2019. Comput. Graph. 92 (2020)
Theresa Neubauer, Maria Wimmer, Astrid Berg, David Major, Dimitrios Lenis, Thomas Beyer, Jelena Saponjski, Katja Bühler
Soft Tissue Sarcoma Co-Segmentation in Combined MRI and PET/CT Data. CoRR (2020)
David Major, Dimitrios Lenis, Maria Wimmer, Gert Sluiter, Astrid Berg, Katja Bühler
Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis. ISBI (2020)
Guido Reina, Hank Childs, Kresimir Matkovic, Katja Bühler, Manuela Waldner, David Pugmire, Barbora Kozlíková, Timo Ropinski, Patric Ljung, Takayuki Itoh, M. Eduard Gröller, Michael Krone
The moving target of visualization software for an increasingly complex world. Comput. Graph. 87 (2020)
Dimitrios Lenis, David Major, Maria Wimmer, Astrid Berg, Gert Sluiter, Katja Bühler
Domain aware medical image classifier interpretation by counterfactual impact analysis. CoRR (2020)
Dimitrios Lenis, David Major, Maria Wimmer, Astrid Berg, Gert Sluiter, Katja Bühler
Domain Aware Medical Image Classifier Interpretation by Counterfactual Impact Analysis. MICCAI (1) (2020)
Shiva Alemzadeh, Uli Niemann, Till Ittermann, Henry Völzke, Daniel Schneider, Myra Spiliopoulou, Katja Bühler, Bernhard Preim
Visual Analysis of Missing Values in Longitudinal Cohort Study Data. Comput. Graph. Forum 39 (1) (2020)
Theresa Neubauer, Maria Wimmer, Astrid Berg, David Major, Dimitrios Lenis, Thomas Beyer, Jelena Saponjski, Katja Bühler
Soft Tissue Sarcoma Co-segmentation in Combined MRI and PET/CT Data. ML-CDS/CLIP@MICCAI (2020)
Shiva Alemzadeh, Florian Kromp, Bernhard Preim, Sabine Taschner-Mandl, Katja Bühler
A Visual Analytics Approach for Patient Stratification and Biomarker Discovery. VCBM (2019)
Alexey A. Novikov, David Major, Maria Wimmer, Dimitrios Lenis, Katja Bühler
Deep Sequential Segmentation of Organs in Volumetric Medical Scans. IEEE Trans. Medical Imaging 38 (5) (2019)
Florian Ganglberger, Nicolas Swoboda, Lisa Frauenstein, Joanna Kaczanowska, Wulf Haubensak, Katja Bühler
: A visual analytics framework for iterative exploration of heterogeneous big brain data. Comput. Graph. 82 (2019)
Matthias Schlachter, Renata G. Raidou, Ludvig P. Muren, Bernhard Preim, Paul Martin Putora, Katja Bühler
State-of-the-Art Report: Visual Computing in Radiation Therapy Planning. Comput. Graph. Forum 38 (3) (2019)
Florian Ganglberger, Katja Bühler
Feasibility Study For Automatic Bird Tracking and Visualization from Time-Dependent Marine Radar Imagery. VCBM (2019)
G. Elisabeta Marai, Bruno Pinaud, Katja Bühler, Alexander Lex, John H. Morris
Ten simple rules to create biological network figures for communication. PLoS Comput. Biol. 15 (9) (2019)
Maria Wimmer, David Major, Alexey A. Novikov, Katja Bühler
Fully automatic cross-modality localization and labeling of vertebral bodies and intervertebral discs in 3D spinal images. Int. J. Comput. Assist. Radiol. Surg. 13 (10) (2018)
Sascha E. A. Muenzing, Martin Strauch, James W. Truman, Katja Bühler, Andreas S. Thum, Dorit Merhof
larvalign: Aligning Gene Expression Patterns from the Larval Brain of Drosophila melanogaster. Neuroinformatics 16 (1) (2018)
Michael Beham, Denis Gracanin, Silvana Podaras, Rainer Splechtna, Katja Bühler, Igor S. Pandzic, Kresimir Matkovic
Interactive Mixed Brushing: Integrated Text and Visual Based Data Exploration. CGI (2018)
Lukas Pezenka, Stefan Wolfsberger, Katja Bühler
Employing Spatial Indexing for Flexibility and Scalability in Brain Biopsy Planning. Bildverarbeitung für die Medizin (2018)
Florian Ganglberger, Nicolas Swoboda, Lisa Frauenstein, Joanna Kaczanowska, Wulf Haubensak, Katja Bühler
Iterative Exploration of Big Brain Network Data. VCBM@MICCAI (2018)
Rainer Splechtna, Michael Beham, Denis Gracanin, Maria Luján Ganuza, Katja Bühler, Igor S. Pandzic, Kresimir Matkovic
Cross-table linking and brushing: interactive visual analysis of multiple tabular data sets. Vis. Comput. 34 (6-8) (2018)
Alexey A. Novikov, David Major, Maria Wimmer, Dimitrios Lenis, Katja Bühler
Deep Sequential Segmentation of Organs in Volumetric Medical Scans. CoRR (2018)
Alexey A. Novikov, Dimitrios Lenis, David Major, Jirí Hladuvka, Maria Wimmer, Katja Bühler
Fully Convolutional Architectures for Multiclass Segmentation in Chest Radiographs. IEEE Trans. Medical Imaging 37 (8) (2018)
Florian Ganglberger, Joanna Kaczanowska, Josef M. Penninger, Andreas Hess, Katja Bühler, Wulf Haubensak
Predicting functional neuroanatomical maps from fusing brain networks with genetic information. NeuroImage 170 (2018)
Kai Lawonn, Noeska N. Smit, Katja Bühler, Bernhard Preim
A Survey on Multimodal Medical Data Visualization. Comput. Graph. Forum 37 (1) (2018)
Ignacio Arganda-Carreras, Tudor Manoliu, Nicolas Mazuras, Florian Schulze, Juan Eugenio Iglesias, Katja Bühler, Arnim Jenett, François Rouyer, Philippe Andrey
A Statistically Representative Atlas for Mapping Neuronal Circuits in the Drosophila Adult Brain. Frontiers Neuroinformatics 12 (2018)
Alexey A. Novikov, David Major, Maria Wimmer, Gert Sluiter, Katja Bühler
Automated Anatomy-Based Tracking of Systemic Arteries in Arbitrary Field-of-View CTA Scans. IEEE Trans. Medical Imaging 36 (6) (2017)
Nicolas Swoboda, Judith Moosburner, Stefan Bruckner, Jai Y. Yu, Barry J. Dickson, Katja Bühler
. Comput. Graph. Forum 36 (1) (2017)
Alexey A. Novikov, David Major, Dimitrios Lenis, Jirí Hladuvka, Maria Wimmer, Katja Bühler
Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs. CoRR (2017)
Sascha E. A. Muenzing, Andreas S. Thum, Katja Bühler, Dorit Merhof
Evaluation of Multi-Channel Image Registration in Microscopy. Bildverarbeitung für die Medizin (2017)
Martin Trapp, Florian Schulze, Alexey A. Novikov, Laszlo Tirian, Barry J. Dickson, Katja Bühler
Adaptive and Background-Aware GAL4 Expression Enhancement of Co-registered Confocal Microscopy Images. Neuroinformatics 14 (2) (2016)
Maria Wimmer, David Major, Alexey A. Novikov, Katja Bühler
Local entropy-optimized texture models for semi-automatic spine labeling in various MRI protocols. ISBI (2016)
Matthias Schlachter, Tobias Fechter, Miro Jurisic, Tanja Schimek-Jasch, Oliver Oehlke, Sonja Adebahr, Wolfgang Birkfellner, Ursula Nestle, Katja Bühler
Visualization of Deformable Image Registration Quality Using Local Image Dissimilarity. IEEE Trans. Medical Imaging 35 (10) (2016)
Rainer Splechtna, Mai El-Shehaly, Denis Gracanin, Mario Duras, Katja Bühler, Kresimir Matkovic
Interactive interaction plot - Supporting parameter space exploration in a design phase. Vis. Comput. 31 (6-8) (2015)
Miguel Nunes, Kresimir Matkovic, Katja Bühler
Convex Hull Brushing in Scatter Plots - Multi-dimensional Correlation Analysis. IVAPP (2015)
David Major, Alexey A. Novikov, Maria Wimmer, Jirí Hladuvka, Katja Bühler
Automated Slice-Based Artery Identification in Various Field-of-View CTA Scans. VCBM (2015)
Alexey A. Novikov, Maria Wimmer, David Major, Katja Bühler
A Two-Level Cascade Classification Algorithm for Real-Time Bifurcation Detection in CTA Images of Blood Vessels. VCBM (2015)
Miguel Nunes, Andrea Laruelo, Soléakhéna Ken, Anne Laprie, Katja Bühler
A Survey on Visualizing Magnetic Resonance Spectroscopy Data. VCBM (2014)
Florian Ganglberger, Florian Schulze, Laszlo Tirian, Alexey A. Novikov, Barry J. Dickson, Katja Bühler, Georg Langs
Structure-Based Neuron Retrieval Across Drosophila Brains. Neuroinformatics 12 (3) (2014)
David Major, Jirí Hladuvka, Florian Schulze, Katja Bühler
Erratum to "Automated landmarking and labeling of fully and partially scanned spinal columns in CT images" [Med. Image Anal. 17(2013) 1151-1163]. Medical Image Anal. 18 (2) (2014)
Nicolas Swoboda, Judith Moosburner, Stefan Bruckner, Jai Y. Yu, Barry J. Dickson, Katja Bühler
Visual and Quantitative Analysis of Higher Order Arborization Overlaps for Neural Circuit Research. VCBM (2014)
Miguel Nunes, Benjamin Rowland, Matthias Schlachter, Soléakhéna Ken, Kresimir Matkovic, Anne Laprie, Katja Bühler
An integrated visual analysis system for fusing MR spectroscopy and multi-modal radiology imaging. IEEE VAST (2014)
David Major, Jirí Hladuvka, Florian Schulze, Katja Bühler
Automated landmarking and labeling of fully and partially scanned spinal columns in CT images. Medical Image Anal. 17 (8) (2013)
Johannes Sorger, Katja Bühler, Florian Schulze, Tianxiao Liu, Barry J. Dickson
neuroMAP - Interactive graph-visualization of the fruit fly's neural circuit. BioVis (2013)
Martin Trapp, Florian Schulze, Katja Bühler, Tianxiao Liu, Barry J. Dickson
3D object retrieval in an atlas of neuronal structures. Vis. Comput. 29 (12) (2013)
Florian Schulze, Martin Trapp, Katja Bühler, Tianxiao Liu, Barry J. Dickson
Similarity Based Object Retrieval of Composite Neuronal Structures. 3DOR@Eurographics (2012)
Florian Schulze, David Major, Katja Bühler
Fast and Memory Efficient Feature Detection using Multiresolution Probabilistic Boosting Trees. J. WSCG 19 (1) (2011)
Andreas Grünauer, Sebastian Zambal, Katja Bühler
Detektion von Koronararterien - Das Beste aus zwei Welten. Bildverarbeitung für die Medizin (2011)
Florian Schulze, Katja Bühler, André Neubauer, Armin Kanitsar, Leslie Holton, Stefan Wolfsberger
Intra-operative virtual endoscopy for image guided endonasal transsphenoidal pituitary surgery. Int. J. Comput. Assist. Radiol. Surg. 5 (2) (2010)
Stefan Bruckner, Veronika Soltészová, M. Eduard Gröller, Jirí Hladuvka, Katja Bühler, Jai Y. Yu, Barry J. Dickson
BrainGazer - Visual Queries for Neurobiology Research. IEEE Trans. Vis. Comput. Graph. 15 (6) (2009)
Sebastian Zambal, Andreas Schöllhuber, Katja Bühler, Jirí Hladuvka
Fast and Robust Localization of the Heart in Cardiac MRI Series - a Cascade of Operations for Automatically Detecting the Heart in Cine MRI Series. VISAPP (1) (2008)
Sebastian Zambal, Katja Bühler, Jirí Hladuvka
Entropy-Optimized Texture Models. MICCAI (2) (2008)
Florian Schulze, Katja Bühler, Markus Hadwiger
Direct Volume Deformation. VISIGRAPP (Selected Papers) (2007)
Florian Schulze, Katja Bühler, Markus Hadwiger
Interactive deformation and visualization of large volume datasets. GRAPP (AS/IE) (2007)
Johanna Beyer, Markus Hadwiger, Stefan Wolfsberger, Christof Rezk-Salama, Katja Bühler
Segmentierungsfreie Visualisierung des Gehirns für direktes Volume Rendering. Bildverarbeitung für die Medizin (2007)
Johanna Beyer, Markus Hadwiger, Stefan Wolfsberger, Katja Bühler
High-Quality Multimodal Volume Rendering for Preoperative Planning of Neurosurgical Interventions. IEEE Trans. Vis. Comput. Graph. 13 (6) (2007)
Henning Scharsach, Markus Hadwiger, André Neubauer, Stefan Wolfsberger, Katja Bühler
Perspective Isosurface and Direct Volume Rendering for Virtual Endoscopy Applications. EuroVis (2006)
Sebastian Zambal, Jirí Hladuvka, Katja Bühler
Improving Segmentation of the Left Ventricle Using a Two-Component Statistical Model. MICCAI (1) (2006)
Markus Hadwiger, Andrea Kratz, Christian Sigg, Katja Bühler
GPU-Accelerated Deep Shadow Maps for Direct Volume Rendering. Graphics Hardware (2006)
Markus Hadwiger, Christian Sigg, Henning Scharsach, Katja Bühler, Markus H. Gross
Real-Time Ray-Casting and Advanced Shading of Discrete Isosurfaces. Comput. Graph. Forum 24 (3) (2005)
André Neubauer, Stefan Wolfsberger, Marie-Thérèse Forster, Lukas Mroz, Rainer Wegenkittl, Katja Bühler
Advanced Virtual Endoscopic Pituitary Surgery. IEEE Trans. Vis. Comput. Graph. 11 (5) (2005)
Ivan Viola, Meister Eduard Gröller, Markus Hadwiger, Katja Bühler, Bernhard Preim, David S. Ebert
Illustrative Visualization. Eurographics (Tutorials) (2005)
Jirí Hladuvka, Katja Bühler
MDL Spline Models: Gradient and Polynomial Reparameterisations. BMVC (2005)
Ivan Viola, M. Eduard Gröller, Markus Hadwiger, Katja Bühler, Bernhard Preim, Mario Costa Sousa, David S. Ebert, Don Stredney
Illustrative Visualization. IEEE Visualization (2005)
Caroline Langer, Markus Hadwiger, Katja Bühler
Interaktive diffusionsbasierte Segmentierung von Volumendaten auf Grafikhardware. Bildverarbeitung für die Medizin (2005)
Petr Felkel, Rainer Wegenkittl, Katja Bühler
Surface Models of Tube Trees . Computer Graphics International (2004)
André Neubauer, Stefan Wolfsberger, Marie-Thérèse Forster, Lukas Mroz, Rainer Wegenkittl, Katja Bühler
STEPS - An Application for Simulation of Transsphenoidal Endonasal Pituitary Surgery. IEEE Visualization (2004)
André Neubauer, Marie-Thérèse Forster, Rainer Wegenkittl, Lukas Mroz, Katja Bühler
Efficient Display of Background Objects for Virtual Endoscopy using Flexible First-Hit Ray Casting. VisSym (2004)
Katja Bühler, Eva Dyllong, Wolfram Luther
Reliable Distance and Intersection Computation Using Finite Precision Geometry. Numerical Software with Result Verification (2003)
Katja Bühler
Implicit linear interval estimations. SCCG (2002)
Katja Bühler
Taylor Models and Affine Arithmetics-Towards a More Sophisticated Use of Reliable Methods in Computer Graphics. SCCG (2001)
Katja Bühler
Linear Interval Estimations for Parametric Objects - Theory and Application. Comput. Graph. Forum 20 (3) (2001)