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Publications
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Eine Methode zur Segmentierung der ascendenten und descendenten Aorta in axialen 2D+t {MRT} Schichtbildern. Otto-von-Guericke-Universitaet zu Magdeburg. B. Sc.
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2015.
Spinal Canal Centerline Extraction in {MRI}. Proceedings of the 19th Medical Image Understanding and Analysis Conference. :144-149.
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2015.
Visual analysis of longitudinal brain tumor perfusion. Proc. of SPIE Medical Imaging.
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2013.
Visual Analysis, Clustering, and Classification of Contrast-Enhanced Tumor Perfusion MRI Data. Otto-von-Guericke University Magdeburg. PhD
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2014.
Classification of Benign and Malignant DCE-MRI Breast Tumors by Analyzing the Most Suspect Region. Proc. of Bildverarbeitung für die Medizin.
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2013.
Interactive Visual Analysis of Lumbar Back Pain - What the Lumbar Spine Tells About Your Life. Proceedings of the International Conference on Information Visualization Theory and Applications.
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2015.
Visualization and Analysis of Lumbar Spine Canal Variability in Cohort Study Data. Proceedings of the International Workshop on Vision, Modeling and Visualization. :121-128.
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2013.
Interactive Visual Analysis of Image-Centric Cohort Study Data. IEEE Transactions on Visualization and Computer Graphics (TVCG).
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2014.
Clustering Socio-demographic and Medical Attribute Data in Cohort Studies. Bildverarbeitung für die Medizin (BVM).
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2014.
3D Regression Heat Map Analysis of Population Study Data. IEEE Trans. on Visualization and Computer Graphics. 22:81–90.
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2016.
Visualization and Exploration of Shape Variance for the Analysis of Cohort Study Data. VMV 2012 - Vision, Modeling and Visualization. :221--222.
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2012.
Ultrasound texture-based CAD system for detecting neuromuscular diseases. International Journal of Computer Assisted Radiology and Surgery. :1-11.
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2014.
Texture-Based Detection of Myositis in Ultrasonographies. Bildverarbeitung für die Medizin. :81-86.
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2013.
Data-Driven Spine Detection for Multi-Sequence {MRI}. Bildverarbeitung für die Medizin. :5-10.
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2015.
Visual Exploration and Analysis of Perfusion Data. Otto-von-Guericke University Magdeburg. PhD
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2010.
Visuell-interaktive, merkmalsbasierte Analyse von Fußball-Bewegungsdaten. Dept. of Computer Science. M.Sc.
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2014.
Erprobung, Weiterentwicklung und Vergleich von Clusteringtechniken für die visuelle Analyse von Tumorherden. Dept. of Computer Science. M.Sc.
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2012.
Visual Analytics of Image-Centric Cohort Studies in Epidemiology. arXiv preprint arXiv:1501.04009.
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2015.
Visual Analytics of Image-Centric Cohort Studies in Epidemiology. Visualization in Medicine and Life Sciences III. :inprint.
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2014.
Aorta Segmentation in Axial Cardiac Cine MRI via Graphical Models. Bildverarbeitung für die Medizin (BVM). :218–223.
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2016.
Density Difference Detection with Application to Exploratory Visualization. Lecture Notes in Computer Science.
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2015.
Closed-Form Hierarchical Finite Element Models for Part-Based Object Detection. Proceedings of the International Workshop on Vision, Modeling and Visualization. :137-144.
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2013.
A Learning-free Approach to Whole Spine Vertebra Localization in MRI. Proceedings of the 19th International Conference on Medical Image Computing and Computer-Assisted Intervention. :283-290.
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2016.
On computerized methods for spine analysis in MRI: a systematic review. International Journal of Computer Assisted Radiology and Surgery (IJCARS). :1–21.
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2016.
Spotting Differences Among Observations. Proceedings of the International Conference on Pattern Recognition Applications and Methods. :5-13.
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2015.